Random ReLU Neural Networks as Non-Gaussian Processes.

Michael Unser Michael A. Unser Swiss Federal Institute of Technology in Lausanne, Switzerland http://bigwww.epfl.ch/unser/ https://scholar.google.com/citations?user=nKVDcQoAAAAJ https://zbmath.org/authors/?q=ai:unser.michael-a https://mathgenealogy.org/id.php?id=103767 https://en.wikipedia.org/wiki/Michael_Unser https://orcid.org/0000-0003-1248-2513 https://www.wikidata.org/entity/Q104057427 https://www.wikidata.org/entity/Q102303463 https://id.loc.gov/authorities/names/nr94041168

Rahul Parhi Pakshal Bohra Ayoub El Biari Mehrsa Pourya Michael Unser Random ReLU Neural Networks as Non-Gaussian Processes. 19:1-19:31 2025 26 J. Mach. Learn. Res. https://jmlr.org/papers/v26/24-0737.html db/journals/jmlr/jmlr26.html#ParhiBBPU25

Rahul Parhi Michael Unser Function-Space Optimality of Neural Architectures with Multivariate Nonlinearities. 110-135 2025 7 SIAM J. Math. Data Sci. 1 https://doi.org/10.1137/23m1620971 db/journals/simods/simods7.html#ParhiU25 streams/journals/simods

Youssef Haouchat Sepand Kashani Philippe Thévenaz Michael Unser Generalized Ray Tracing With Basis Functions for Tomographic Projections. 1294-1305 2025 11 IEEE Trans. Computational Imaging https://doi.org/10.1109/TCI.2025.3611590 db/journals/tci/tci11.html#HaouchatKTU25 streams/journals/tci

Yekta Kesenci Aleix Boquet-Pujadas Michael Unser Jean-Christophe Olivo-Marin Estimation of Stiffness Maps in Deforming Cells Through Optical Flow With Bounded Curvature. 1400-1415 2025 March 44 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2024.3494050 db/journals/tmi/tmi44.html#KesenciBUO25 streams/journals/tmi

Stanislas Ducotterd Sebastian Neumayer Michael Unser Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction. 89-104 2025 CPAL https://proceedings.mlr.press/v280/ducotterd25a.html conf/cpal/2025 db/conf/cpal/cpal2025.html#DucotterdNU25 streams/conf/cpal Zhiyuan Hu Julián Tachella Michael Unser Jonathan Dong Structured Random Model for Fast and Robust Phase Retrieval. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10889235 conf/icassp/2025 db/conf/icassp/icassp2025.html#HuTUD25 Mehrsa Pourya Erich Kobler Michael Unser Sebastian Neumayer DEALing with Image Reconstruction: Deep Attentive Least Squares. 2025 ICML https://proceedings.mlr.press/v267/pourya25a.html https://openreview.net/forum?id=mMasOShOVt conf/icml/2025 db/conf/icml/icml2025.html#PouryaKUN25

Mehrsa Pourya Maïka Nogarotto Michael Unser Comparison of 2D Regular Lattices for the CPWL Approximation of Functions. 2025 February abs/2502.03115 CoRR https://doi.org/10.48550/arXiv.2502.03115 db/journals/corr/corr2502.html#abs-2502-03115 streams/journals/corr

Mehrsa Pourya Erich Kobler Michael Unser Sebastian Neumayer DEALing with Image Reconstruction: Deep Attentive Least Squares. 2025 February abs/2502.04079 CoRR https://doi.org/10.48550/arXiv.2502.04079 db/journals/corr/corr2502.html#abs-2502-04079 streams/journals/corr

Michael Unser Stanislas Ducotterd Universal Architectures for the Learning of Polyhedral Norms and Convex Regularization Functionals. 2025 March abs/2503.19190 CoRR https://doi.org/10.48550/arXiv.2503.19190 db/journals/corr/corr2503.html#abs-2503-19190 streams/journals/corr

Muhamed Kuric Martin Zach Andreas Habring Michael Unser Thomas Pock The Gaussian Latent Machine: Efficient Prior and Posterior Sampling for Inverse Problems. 2025 May abs/2505.12836 CoRR https://doi.org/10.48550/arXiv.2505.12836 db/journals/corr/corr2505.html#abs-2505-12836 streams/journals/corr

Aleix Boquet-Pujadas Pol del Aguila Pla Michael Unser Sensitivity-Aware Density Estimation in Multiple Dimensions. 2025 June abs/2506.02323 CoRR https://doi.org/10.48550/arXiv.2506.02323 db/journals/corr/corr2506.html#abs-2506-02323 streams/journals/corr

Giuseppe Alessio D'Inverno Zhiyuan Hu Leo Davy Michael Unser Gianluigi Rozza Jonathan Dong Revisiting Deep Information Propagation: Fractal Frontier and Finite-size Effects. 2025 August abs/2508.03222 CoRR https://doi.org/10.48550/arXiv.2508.03222 db/journals/corr/corr2508.html#abs-2508-03222 streams/journals/corr

Stanislas Ducotterd Michael Unser Multivariate Fields of Experts. 2025 August abs/2508.06490 CoRR https://doi.org/10.48550/arXiv.2508.06490 db/journals/corr/corr2508.html#abs-2508-06490 streams/journals/corr

Stanislas Ducotterd Zhiyuan Hu Michael Unser Jonathan Dong Undersampled Phase Retrieval with Image Priors. 2025 September abs/2509.15026 CoRR https://doi.org/10.48550/arXiv.2509.15026 db/journals/corr/corr2509.html#abs-2509-15026 streams/journals/corr

Vincent Guillemet Michael Unser Mixed-Derivative Total Variation. 2025 September abs/2509.23995 CoRR https://doi.org/10.48550/arXiv.2509.23995 db/journals/corr/corr2509.html#abs-2509-23995 streams/journals/corr

Mehrsa Pourya Bassam El Rawas Michael Unser FLOWER: A Flow-Matching Solver for Inverse Problems. 2025 September abs/2509.26287 CoRR https://doi.org/10.48550/arXiv.2509.26287 db/journals/corr/corr2509.html#abs-2509-26287 streams/journals/corr

Youssef Haouchat Sepand Kashani Aleix Boquet-Pujadas Philippe Thévenaz Michael Unser SplineSplat: 3D Ray Tracing for Higher-Quality Tomography. 2025 November abs/2511.11078 CoRR https://doi.org/10.48550/arXiv.2511.11078 db/journals/corr/corr2511.html#abs-2511-11078 streams/journals/corr

Vincent Guillemet Michael Unser Variational Tensor-Product Splines. 2025 November abs/2511.17791 CoRR https://doi.org/10.48550/arXiv.2511.17791 db/journals/corr/corr2511.html#abs-2511-17791 streams/journals/corr

Michael Unser From Kernel Methods to Neural Networks: A Unifying Variational Formulation. 1779-1818 2024 December 24 Found. Comput. Math. 6 https://doi.org/10.1007/s10208-023-09624-9 db/journals/focm/focm24.html#Unser24 streams/journals/focm

Alexis Goujon Arian Etemadi Michael Unser On the number of regions of piecewise linear neural networks. 115667 2024 May 441 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2023.115667 db/journals/jcam/jcam441.html#GoujonEU24

Sebastian Neumayer Lénaïc Chizat Michael Unser On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks. 15:1-15:24 2024 25 J. Mach. Learn. Res. https://jmlr.org/papers/v25/23-0549.html db/journals/jmlr/jmlr25.html#NeumayerCU24

Stanislas Ducotterd Alexis Goujon Pakshal Bohra Dimitris Perdios Sebastian Neumayer Michael Unser Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions. 65:1-65:30 2024 25 J. Mach. Learn. Res. https://jmlr.org/papers/v25/22-1347.html db/journals/jmlr/jmlr25.html#DucotterdGBPNU24

Aleix Boquet-Pujadas Pol del Aguila Pla Michael Unser Sensitivity-Aware Density Estimation in Multiple Dimensions. 7120-7135 2024 November 46 IEEE Trans. Pattern Anal. Mach. Intell. 11 https://doi.org/10.1109/TPAMI.2024.3388370 db/journals/pami/pami46.html#BoquetPujadasPU24 streams/journals/pami

Alexis Goujon Sebastian Neumayer Michael Unser Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms. 91-115 2024 March 17 SIAM J. Imaging Sci. 1 https://doi.org/10.1137/23m1565243 db/journals/siamis/siamis17.html#GoujonNU24

Rahul Parhi Michael Unser Distributional Extension and Invertibility of the $\boldsymbol{k}$-Plane Transform and Its Dual. 4662-4686 2024 56 SIAM J. Math. Anal. 4 https://doi.org/10.1137/23m1556721 db/journals/siamma/siamma56.html#ParhiU24

Mehrsa Pourya Aleix Boquet-Pujadas Michael Unser A Box-Spline Framework for Inverse Problems With Continuous-Domain Sparsity Constraints. 790-805 2024 10 IEEE Trans. Computational Imaging https://doi.org/10.1109/TCI.2024.3402376 db/journals/tci/tci10.html#PouryaBU24

Stanislas Ducotterd Sebastian Neumayer Michael Unser Learning a Convex Patch-Based Synthesis Model via Deep Equilibrium. 2031-2035 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10446773 conf/icassp/2024 db/conf/icassp/icassp2024.html#DucotterdNU24 Mehrsa Pourya Youssef Haouchat Michael Unser A Continuous-Domain Solution for Computed Tomography with Hessian Total-Variation Regularization. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635730 conf/isbi/2024 db/conf/isbi/isbi2024.html#PouryaHU24 streams/conf/isbi Yan Liu 0059 Jonathan Chuah Andre C. Stiel Michael Unser Jonathan Dong Quantitative Unmixing in Photoswitching Optoacoustic Tomography. 2024 May https://doi.org/10.5281/zenodo.11148506 Zenodo streams/repo/zenodo data/11/LiuCHSUD24a Yan Liu 0059 Jonathan Chuah Yishu Huang Andre C. Stiel Michael Unser Jonathan Dong Model-Based Temporal Unmixing Towards Quantitative Photo-switching Optoacoustic Tomography. 2024 November https://doi.org/10.5281/zenodo.14219005 Zenodo streams/repo/zenodo data/11/LiuCHSUD24a Yan Liu 0059 Jonathan Dong Juan Augusto Maya Francisco Balzarotti Michael Unser Point-Spread-Function Engineering in MINFLUX: Optimality of Donut and Half-Moon Excitation Patterns. 2024 September https://doi.org/10.5281/zenodo.13857972 Zenodo streams/repo/zenodo

Rahul Parhi Pakshal Bohra Ayoub El Biari Mehrsa Pourya Michael Unser Random ReLU Neural Networks as Non-Gaussian Processes. 2024 abs/2405.10229 CoRR https://doi.org/10.48550/arXiv.2405.10229 db/journals/corr/corr2405.html#abs-2405-10229

Mehrsa Pourya Sebastian Neumayer Michael Unser Iteratively Refined Image Reconstruction with Learned Attentive Regularizers. 2024 abs/2407.06608 CoRR https://doi.org/10.48550/arXiv.2407.06608 db/journals/corr/corr2407.html#abs-2407-06608 streams/journals/corr

Sébastien Herbreteau Michael Unser Self-Calibrated Variance-Stabilizing Transformations for Real-World Image Denoising. 2024 abs/2407.17399 CoRR https://doi.org/10.48550/arXiv.2407.17399 db/journals/corr/corr2407.html#abs-2407-17399 streams/journals/corr

Michael Unser Stanislas Ducotterd Parseval Convolution Operators and Neural Networks. 2024 abs/2408.09981 CoRR https://doi.org/10.48550/arXiv.2408.09981 db/journals/corr/corr2408.html#abs-2408-09981 streams/journals/corr

Michael Unser Alexis Goujon Stanislas Ducotterd Controlled Learning of Pointwise Nonlinearities in Neural-Network-Like Architectures. 2024 abs/2408.13114 CoRR https://doi.org/10.48550/arXiv.2408.13114 db/journals/corr/corr2408.html#abs-2408-13114 streams/journals/corr

Stanislas Ducotterd Sebastian Neumayer Michael Unser Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction. 2024 abs/2412.13070 CoRR https://doi.org/10.48550/arXiv.2412.13070 db/journals/corr/corr2412.html#abs-2412-13070 streams/journals/corr

Michael Unser Ridges, Neural Networks, and the Radon Transform. 37:1-37:33 2023 24 J. Mach. Learn. Res. https://jmlr.org/papers/v24/22-0227.html db/journals/jmlr/jmlr24.html#Unser23

Sebastian Neumayer Alexis Goujon Pakshal Bohra Michael Unser Approximation of Lipschitz Functions Using Deep Spline Neural Networks. 306-322 2023 June 5 SIAM J. Math. Data Sci. 2 https://doi.org/10.1137/22m1504573 db/journals/simods/simods5.html#NeumayerGBU23

Shayan Aziznejad Joaquim Campos Michael Unser Measuring Complexity of Learning Schemes Using Hessian-Schatten Total Variation. 422-445 2023 June 5 SIAM J. Math. Data Sci. 2 https://doi.org/10.1137/22m147517x db/journals/simods/simods5.html#AziznejadCU23

Rahul Parhi Michael Unser The Sparsity of Cycle Spinning for Wavelet-Based Solutions of Linear Inverse Problems. 568-572 2023 30 IEEE Signal Process. Lett. https://doi.org/10.1109/LSP.2023.3275916 db/journals/spl/spl30.html#ParhiU23

Jonathan Dong Lorenzo Valzania Antoine Maillard Thanh-An Pham Sylvain Gigan Michael Unser Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial. 45-57 2023 40 IEEE Signal Process. Mag. 1 https://doi.org/10.1109/MSP.2022.3219240 https://www.wikidata.org/entity/Q129694547 db/journals/spm/spm40.html#DongVMPGU23

Selin Aviyente Alejandro F. Frangi Erik Meijering Arrate Muñoz-Barrutia Michael Liebling Dimitri Van De Ville Jean-Christophe Olivo-Marin Jelena Kovacevic Michael Unser From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. 61-71 2023 June 40 IEEE Signal Process. Mag. 4 https://doi.org/10.1109/MSP.2023.3242833 https://www.wikidata.org/entity/Q129694524 db/journals/spm/spm40.html#AviyenteFMMLVOKU23

Pol del Aguila Pla Sebastian Neumayer Michael Unser Stability of Image-Reconstruction Algorithms. 1-12 2023 9 IEEE Trans. Computational Imaging https://doi.org/10.1109/TCI.2023.3236161 db/journals/tci/tci9.html#PlaNU23

Alexis Goujon Sebastian Neumayer Pakshal Bohra Stanislas Ducotterd Michael Unser A Neural-Network-Based Convex Regularizer for Inverse Problems. 781-795 2023 9 IEEE Trans. Computational Imaging https://doi.org/10.1109/TCI.2023.3306100 https://www.wikidata.org/entity/Q129694466 db/journals/tci/tci9.html#GoujonNBDU23

Pakshal Bohra Pol del Aguila Pla Jean-François Giovannelli Michael Unser A Statistical Framework to Investigate the Optimality of Signal-Reconstruction Methods. 2043-2055 2023 71 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2023.3282062 https://www.wikidata.org/entity/Q129694474 db/journals/tsp/tsp71.html#BohraPGU23

Aleix Boquet-Pujadas Pol del Aguila Pla Michael Unser PET Rebinning with Regularized Density Splines. 1-4 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230798 conf/isbi/2023 db/conf/isbi/isbi2023.html#BoquetPujadasPU23 Yekta Kesenci Aleix Boquet-Pujadas Michael Unser Jean-Christophe Olivo-Marin Probing Intracellular Elasticity with Minimal-Hessian Registration. 1-5 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230394 conf/isbi/2023 db/conf/isbi/isbi2023.html#KesenciBUO23 Kay Lächler Hélène Lajous Michael Unser Meritxell Bach Cuadra Pol del Aguila Pla Self-Supervised Isotropic Superresolution Fetal Brain MRI. 1-5 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230522 conf/isbi/2023 db/conf/isbi/isbi2023.html#LachlerLUCP23

Sebastian Neumayer Lénaïc Chizat Michael Unser On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks. 2023 abs/2303.17805 CoRR https://doi.org/10.48550/arXiv.2303.17805 db/journals/corr/corr2303.html#abs-2303-17805

Alexis Goujon Sebastian Neumayer Michael Unser Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms. 2023 abs/2308.10542 CoRR https://doi.org/10.48550/arXiv.2308.10542 db/journals/corr/corr2308.html#abs-2308-10542

Yan Liu 0059 Jonathan Dong Thanh-An Pham François Marelli Michael Unser Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration. 2023 abs/2309.16677 CoRR https://doi.org/10.48550/arXiv.2309.16677 db/journals/corr/corr2309.html#abs-2309-16677

Rahul Parhi Michael Unser Banach Space Optimality of Neural Architectures With Multivariate Nonlinearities. 2023 abs/2310.03696 CoRR https://doi.org/10.48550/arXiv.2310.03696 db/journals/corr/corr2310.html#abs-2310-03696

Virginie Uhlmann Zsuzsanna Püspöki Adrien Depeursinge Michael Unser Daniel Sage Julien Fageot Steer'n'Detect: fast 2D template detection with accurate orientation estimation. 3146-3148 2022 38 Bioinform. 11 https://doi.org/10.1093/bioinformatics/btac270 db/journals/bioinformatics/bioinformatics38.html#UhlmannPDUSF22

Thomas Debarre Quentin Denoyelle Michael Unser Julien Fageot Sparsest piecewise-linear regression of one-dimensional data. 114044 2022 406 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2021.114044 db/journals/jcam/jcam406.html#DebarreDUF22

Pakshal Bohra Thanh-An Pham Jonathan Dong Michael Unser Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors. 1237-1249 2022 8 IEEE Trans. Computational Imaging https://doi.org/10.1109/TCI.2023.3236155 db/journals/tci/tci8.html#BohraPDU22

Icíar Lloréns Jover Thomas Debarre Shayan Aziznejad Michael Unser Coupled Splines for Sparse Curve Fitting. 4707-4718 2022 31 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2022.3187286 db/journals/tip/tip31.html#JoverDAU22

Pol del Aguila Pla Michael Unser Bona Fide Riesz Projections for Density Estimation. 5613-5616 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746780 conf/icassp/2022 db/conf/icassp/icassp2022.html#PlaU22 Jonathan Dong Erik Börve Mushegh Rafayelyan Michael Unser Asymptotic Stability in Reservoir Computing. 1-8 2022 IJCNN https://doi.org/10.1109/IJCNN55064.2022.9892302 conf/ijcnn/2022 db/conf/ijcnn/ijcnn2022.html#DongBRU22 Yan Liu 0059 Jonathan Dong Thanh-An Pham François Marelli Michael Unser Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration. 2022 November https://doi.org/10.5281/zenodo.7315108 Zenodo streams/repo/zenodo Yan Liu 0059 Jonathan Dong Cédric Schmidt Aleix Boquet-Pujadas Jérôme Extermann Michael Unser Dataset provided with "Artifacts in Optical Projection Tomography Due to Refractive-Index Mismatch: Model and Correction". 2022 February https://doi.org/10.5281/zenodo.6141020 Zenodo streams/repo/zenodo

Alexis Goujon Joaquim Campos Michael Unser Stable Parametrization of Continuous and Piecewise-Linear Functions. 2022 abs/2203.05261 CoRR https://doi.org/10.48550/arXiv.2203.05261 db/journals/corr/corr2203.html#abs-2203-05261

Pakshal Bohra Thanh-An Pham Jonathan Dong Michael Unser Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors. 2022 abs/2203.10078 CoRR https://doi.org/10.48550/arXiv.2203.10078 db/journals/corr/corr2203.html#abs-2203-10078

Sebastian Neumayer Alexis Goujon Pakshal Bohra Michael Unser Approximation of Lipschitz Functions using Deep Spline Neural Networks. 2022 abs/2204.06233 CoRR https://doi.org/10.48550/arXiv.2204.06233 db/journals/corr/corr2204.html#abs-2204-06233

Pol del Aguila Pla Michael Unser Bona fide Riesz projections for density estimation. 2022 abs/2204.13606 CoRR https://doi.org/10.48550/arXiv.2204.13606 db/journals/corr/corr2204.html#abs-2204-13606

Jonathan Dong Erik Börve Mushegh Rafayelyan Michael Unser Asymptotic Stability in Reservoir Computing. 2022 abs/2206.03854 CoRR https://doi.org/10.48550/arXiv.2206.03854 db/journals/corr/corr2206.html#abs-2206-03854

Pol del Aguila Pla Sebastian Neumayer Michael Unser Stability of image reconstruction algorithms. 2022 abs/2206.07128 CoRR https://doi.org/10.48550/arXiv.2206.07128 db/journals/corr/corr2206.html#abs-2206-07128

Alexis Goujon Arian Etemadi Michael Unser The Role of Depth, Width, and Activation Complexity in the Number of Linear Regions of Neural Networks. 2022 abs/2206.08615 CoRR https://doi.org/10.48550/arXiv.2206.08615 db/journals/corr/corr2206.html#abs-2206-08615

Michael Unser From Kernel Methods to Neural Networks: A Unifying Variational Formulation. 2022 abs/2206.14625 CoRR https://doi.org/10.48550/arXiv.2206.14625 db/journals/corr/corr2206.html#abs-2206-14625

Mehrsa Pourya Alexis Goujon Michael Unser Delaunay-Triangulation-Based Learning with Hessian Total-Variation Regularization. 2022 abs/2208.07787 CoRR https://doi.org/10.48550/arXiv.2208.07787 db/journals/corr/corr2208.html#abs-2208-07787

Stanislas Ducotterd Alexis Goujon Pakshal Bohra Dimitris Perdios Sebastian Neumayer Michael Unser Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions. 2022 abs/2210.16222 CoRR https://doi.org/10.48550/arXiv.2210.16222 db/journals/corr/corr2210.html#abs-2210-16222

Kay Lächler Hélène Lajous Michael Unser Meritxell Bach Cuadra Pol del Aguila Pla Self-Supervised Isotropic Superresolution Fetal Brain MRI. 2022 abs/2211.06502 CoRR https://doi.org/10.48550/arXiv.2211.06502 db/journals/corr/corr2211.html#abs-2211-06502

Alexis Goujon Sebastian Neumayer Pakshal Bohra Stanislas Ducotterd Michael Unser A Neural-Network-Based Convex Regularizer for Image Reconstruction. 2022 abs/2211.12461 CoRR https://doi.org/10.48550/arXiv.2211.12461 db/journals/corr/corr2211.html#abs-2211-12461

Michael Unser A Unifying Representer Theorem for Inverse Problems and Machine Learning. 941-960 2021 21 Found. Comput. Math. 4 https://doi.org/10.1007/s10208-020-09472-x https://www.wikidata.org/entity/Q130240264 db/journals/focm/focm21.html#Unser21

Alexis Goujon Shayan Aziznejad Alireza Naderi Michael Unser Shortest-support multi-spline bases for generalized sampling. 113610 2021 395 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2021.113610 db/journals/jcam/jcam395.html#GoujonANU21

Shayan Aziznejad Michael Unser Multikernel Regression with Sparsity Constraint. 201-224 2021 3 SIAM J. Math. Data Sci. 1 https://doi.org/10.1137/20M1318882 db/journals/simods/simods3.html#AziznejadU21

Harshit Gupta Michael T. McCann Laurène Donati Michael Unser CryoGAN: A New Reconstruction Paradigm for Single-Particle Cryo-EM Via Deep Adversarial Learning. 759-774 2021 7 IEEE Trans. Computational Imaging https://doi.org/10.1109/TCI.2021.3096491 db/journals/tci/tci7.html#GuptaMDU21

Julien Fageot Virginie Uhlmann Zsuzsanna Püspöki Benjamin Beck Michael Unser Adrien Depeursinge Principled Design and Implementation of Steerable Detectors. 4465-4478 2021 30 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3072499 db/journals/tip/tip30.html#FageotUPBUD21

Anaïs Badoual Lucia Romani Michael Unser Active Subdivision Surfaces for the Semiautomatic Segmentation of Biomedical Volumes. 5739-5753 2021 30 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3087947 db/journals/tip/tip30.html#BadoualRU21

Fangshu Yang Thanh-An Pham Nathalie Brandenberg Matthias P. Lütolf Jianwei Ma Michael Unser Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging. 7025-7037 2021 30 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3099956 db/journals/tip/tip30.html#YangPBLMU21

Jaejun Yoo 0001 Kyong Hwan Jin Harshit Gupta Jérôme Yerly Matthias Stuber Michael Unser Time-Dependent Deep Image Prior for Dynamic MRI. 3337-3348 2021 40 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2021.3084288 db/journals/tmi/tmi40.html#YooJGYSU21

Quentin Denoyelle Thanh-An Pham Pol del Aguila Pla Daniel Sage Michael Unser Optimal-Transport-Based Metric For SMLM. 797-801 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9433874 conf/isbi/2021 db/conf/isbi/isbi2021.html#DenoyellePPSU21 Thanh-An Pham Emmanuel Soubies Ferréol Soulez Michael Unser Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility. 854-857 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9433998 conf/isbi/2021 db/conf/isbi/isbi2021.html#PhamSSU21 Mehrsa Pourya Shayan Aziznejad Michael Unser Daniel Sage Graphic: Graph-Based Hierarchical Clustering For Single-Molecule Localization Microscopy. 1892-1896 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9433760 conf/isbi/2021 db/conf/isbi/isbi2021.html#PouryaAUS21

Shayan Aziznejad Joaquim Campos Michael Unser Measuring Complexity of Learning Schemes Using Hessian-Schatten Total-Variation. 2021 abs/2112.06209 CoRR https://arxiv.org/abs/2112.06209 db/journals/corr/corr2112.html#abs-2112-06209

Shayan Aziznejad Thomas Debarre Michael Unser Sparsest Univariate Learning Models Under Lipschitz Constraint. 2021 abs/2112.13542 CoRR https://arxiv.org/abs/2112.13542 db/journals/corr/corr2112.html#abs-2112-13542

Julien Fageot Shayan Aziznejad Michael Unser Virginie Uhlmann Support and approximation properties of Hermite splines. 2020 368 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2019.112503 https://www.wikidata.org/entity/Q91631167 db/journals/jcam/jcam368.html#FageotAUU20

Anna Song Virginie Uhlmann Julien Fageot Michael Unser Dictionary Learning for Two-Dimensional Kendall Shapes. 141-175 2020 13 SIAM J. Imaging Sci. 1 https://doi.org/10.1137/19M126044X db/journals/siamis/siamis13.html#SongUFU20

Thanh-An Pham Emmanuel Soubies Ahmed B. Ayoub JooWon Lim Demetri Psaltis Michael Unser Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model. 727-738 2020 6 IEEE Trans. Computational Imaging https://doi.org/10.1109/TCI.2020.2969070 db/journals/tci/tci6.html#PhamSALPU20

Mona Zehni Laurène Donati Emmanuel Soubies Zhizhen Zhao 0001 Michael Unser Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM. 6151-6163 2020 29 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2020.2984313 https://www.wikidata.org/entity/Q91570490 db/journals/tip/tip29.html#ZehniDSZU20

Leello Dadi Shayan Aziznejad Michael Unser Generating Sparse Stochastic Processes Using Matched Splines. 4397-4406 2020 68 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2020.3011632 db/journals/tsp/tsp68.html#DadiAU20

Pakshal Bohra Michael Unser Continuous-Domain Signal Reconstruction Using $L_{p}$-Norm Regularization. 4543-4554 2020 68 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2020.3013781 db/journals/tsp/tsp68.html#BohraU20

Shayan Aziznejad Harshit Gupta Joaquim Campos Michael Unser Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant. 4688-4699 2020 68 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2020.3014611 db/journals/tsp/tsp68.html#AziznejadGCU20

Michael Unser A Note on BIBO Stability. 5904-5913 2020 68 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2020.3025029 db/journals/tsp/tsp68.html#Unser20

Harshit Gupta Thong H. Phan Jaejun Yoo 0001 Michael Unser Multi-CryoGAN: Reconstruction of Continuous Conformations in Cryo-EM Using Generative Adversarial Networks. 429-444 2020 ECCV Workshops (1) https://doi.org/10.1007/978-3-030-66415-2_28 conf/eccv/2020-w1 db/conf/eccv/eccv2020-w1.html#GuptaPYU20 Shayan Aziznejad Emmanuel Soubies Michael Unser Dictionary Learning with Statistical Sparsity in the Presence of Noise. 2026-2029 2020 EUSIPCO https://doi.org/10.23919/Eusipco47968.2020.9287767 conf/eusipco/2020 db/conf/eusipco/eusipco2020.html#AziznejadSU20 Pakshal Bohra Michael Unser Computation of "Best" Interpolants in the Lp Sense. 5505-5509 2020 ICASSP https://doi.org/10.1109/ICASSP40776.2020.9054162 conf/icassp/2020 db/conf/icassp/icassp2020.html#BohraU20 Thanh-An Pham Emmanuel Soubies Ahmed B. Ayoub Demetri Psaltis Michael Unser Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography. 182-186 2020 ISBI https://doi.org/10.1109/ISBI45749.2020.9098523 conf/isbi/2020 db/conf/isbi/isbi2020.html#PhamSAPU20 Thomas Debarre Benjamin Watts Benedikt Rösner Michael Unser Hessian Splines for Scanning Transmission X-Ray Microscopy. 199-202 2020 ISBI https://doi.org/10.1109/ISBI45749.2020.9098539 conf/isbi/2020 db/conf/isbi/isbi2020.html#DebarreWRU20 Michael T. McCann Vincent Andrearczyk Michael Unser Adrien Depeursinge Code for "Fast Rotational Sparse Coding". 2020 September https://doi.org/10.5281/zenodo.4009871 Zenodo streams/repo/zenodo

Shayan Aziznejad Harshit Gupta Joaquim Campos Michael Unser Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant. 2020 abs/2001.06263 CoRR https://arxiv.org/abs/2001.06263 db/journals/corr/corr2001.html#abs-2001-06263

Fangshu Yang Thanh-An Pham Nathalie Brandenberg Matthias P. Lütolf Jianwei Ma Michael Unser Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging. 2020 abs/2009.11554 CoRR https://arxiv.org/abs/2009.11554 db/journals/corr/corr2009.html#abs-2009-11554

Quentin Denoyelle Thanh-An Pham Pol del Aguila Pla Daniel Sage Michael Unser Optimal transport-based metric for SMLM. 2020 abs/2010.13423 CoRR https://arxiv.org/abs/2010.13423 db/journals/corr/corr2010.html#abs-2010-13423

Alexis Goujon Shayan Aziznejad Alireza Naderi Michael Unser Shortest Multi-Spline Bases for Generalized Sampling. 2020 abs/2012.08954 CoRR https://arxiv.org/abs/2012.08954 db/journals/corr/corr2012.html#abs-2012-08954

Anaïs Badoual Michael Unser Adrien Depeursinge Texture-driven parametric snakes for semi-automatic image segmentation. 2019 188 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2019.102793 db/journals/cviu/cviu188.html#BadoualUD19

Michael T. McCann Michael Unser Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks. 283-359 2019 13 Found. Trends Signal Process. 3 https://doi.org/10.1561/2000000101 https://www.wikidata.org/entity/Q126631836 db/journals/ftsig/ftsig13.html#McCannU19

Michael Unser A Representer Theorem for Deep Neural Networks. 110:1-110:30 2019 20 J. Mach. Learn. Res. https://jmlr.org/papers/v20/18-418.html db/journals/jmlr/jmlr20.html#Unser19

Zsuzsanna Püspöki Julien Fageot Arash Amini John Paul Ward Michael Unser Angular Accuracy of Steerable Feature Detectors. 344-371 2019 12 SIAM J. Imaging Sci. 1 https://doi.org/10.1137/18M1190690 db/journals/siamis/siamis12.html#PuspokiFAWU19

Emmanuel Soubies Michael Unser Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy. 240-250 2019 5 IEEE Trans. Computational Imaging 2 https://doi.org/10.1109/TCI.2018.2887136 db/journals/tci/tci5.html#SoubiesU19

Thomas Debarre Julien Fageot Harshit Gupta Michael Unser B-Spline-Based Exact Discretization of Continuous-Domain Inverse Problems With Generalized TV Regularization. 4457-4470 2019 65 IEEE Trans. Inf. Theory 7 https://doi.org/10.1109/TIT.2019.2902926 https://www.wikidata.org/entity/Q128283610 db/journals/tit/tit65.html#DebarreFGU19

Thomas Debarre Shayan Aziznejad Michael Unser Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems. 5824-5836 2019 67 IEEE Trans. Signal Process. 22 https://doi.org/10.1109/TSP.2019.2944754 db/journals/tsp/tsp67.html#DebarreAU19

Mona Zehni Laurène Donati Emmanuel Soubies Zhizhen Zhao 0001 Minh N. Do Michael Unser Joint density map and continuous angular refinement in cryo-electron microscopy. 2019 Computational Imaging https://doi.org/10.2352/ISSN.2470-1173.2019.13.COIMG-133 conf/cimaging/2019 db/conf/cimaging/cimaging2019.html#ZehniDSZDU19 Shayan Aziznejad Michael Unser Deep Spline Networks with Control of Lipschitz Regularity. 3242-3246 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8682547 conf/icassp/2019 db/conf/icassp/icassp2019.html#AziznejadU19 Thomas Debarre Julien Fageot Harshit Gupta Michael Unser Solving Continuous-domain Problems Exactly with Multiresolution B-splines. 5122-5126 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8683214 conf/icassp/2019 db/conf/icassp/icassp2019.html#DebarreFGU19 Laurène Donati Emmanuel Soubies Michael Unser Inner-Loop-Free Admm For Cryo-Em. 307-311 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759194 conf/isbi/2019 db/conf/isbi/isbi2019.html#DonatiSU19 Thanh-An Pham Emmanuel Soubies Daniel Sage Michael Unser Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy. 321-324 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759279 conf/isbi/2019 db/conf/isbi/isbi2019.html#PhamSSU19 Anais Badoual Aymeric Galan Daniel Sage Michael Unser Deforming Tessellations For The Segmentation Of Cell Aggregates. 1013-1017 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759311 conf/isbi/2019 db/conf/isbi/isbi2019.html#BadoualGSU19 Lucia Romani Anaïs Badoual Michael Unser Normal-Based Interpolating Subdivision for the Geometric Representation of Deformable Models. 1839-1843 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759305 conf/isbi/2019 db/conf/isbi/isbi2019.html#RomaniBU19

Kyong Hwan Jin Michael Unser Kwang Moo Yi Self-Supervised Deep Active Accelerated MRI. 2019 abs/1901.04547 CoRR http://arxiv.org/abs/1901.04547 db/journals/corr/corr1901.html#abs-1901-04547

Kyong Hwan Jin Harshit Gupta Jerome Yerly Matthias Stuber Michael Unser Time-Dependent Deep Image Prior for Dynamic MRI. 2019 abs/1910.01684 CoRR http://arxiv.org/abs/1910.01684 db/journals/corr/corr1910.html#abs-1910-01684

Virginie Uhlmann Carsten Haubold Fred A. Hamprecht Michael Unser DiversePathsJ: diverse shortest paths for bioimage analysis. 538-540 2018 34 Bioinform. 3 https://doi.org/10.1093/bioinformatics/btx621 https://www.wikidata.org/entity/Q47314298 db/journals/bioinformatics/bioinformatics34.html#UhlmannHHU18

Daniel Schmitter Michael Unser Landmark-Based Shape Encoding and Sparse-Dictionary Learning in the Continuous Domain. 365-378 2018 27 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2017.2762582 https://www.wikidata.org/entity/Q47651900 db/journals/tip/tip27.html#SchmitterU18

Junhong Min Kyong Hwan Jin Michael Unser Jong Chul Ye Grid-Free Localization Algorithm Using Low-Rank Hankel Matrix for Super-Resolution Microscopy. 4771-4786 2018 27 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2018.2843718 https://www.wikidata.org/entity/Q89558347 db/journals/tip/tip27.html#MinJUY18

Denis Fortun Martin Storath Dennis Rickert Andreas Weinmann Michael Unser Fast Piecewise-Affine Motion Estimation Without Segmentation. 5612-5624 2018 27 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2018.2856399 https://www.wikidata.org/entity/Q90441498 db/journals/tip/tip27.html#FortunSRWU18

Denis Fortun Paul Guichard Virginie Hamel Carlos Oscar Sánchez Sorzano Niccolo Banterle Pierre Gonczy Michael Unser Reconstruction From Multiple Particles for 3D Isotropic Resolution in Fluorescence Microscopy. 1235-1246 2018 37 IEEE Trans. Medical Imaging 5 https://doi.org/10.1109/TMI.2018.2795464 https://www.wikidata.org/entity/Q57980606 db/journals/tmi/tmi37.html#FortunGHSBGU18

Harshit Gupta Kyong Hwan Jin Ha Q. Nguyen 0001 Michael T. McCann Michael Unser CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction. 1440-1453 2018 37 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2018.2832656 https://www.wikidata.org/entity/Q88995329 db/journals/tmi/tmi37.html#GuptaJNMU18

Ha Q. Nguyen 0001 Emrah Bostan Michael Unser Learning Convex Regularizers for Optimal Bayesian Denoising. 1093-1105 2018 66 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/TSP.2017.2777407 db/journals/tsp/tsp66.html#NguyenBU18

Harshit Gupta Julien Fageot Michael Unser Continuous-Domain Solutions of Linear Inverse Problems With Tikhonov Versus Generalized TV Regularization. 4670-4684 2018 66 IEEE Trans. Signal Process. 17 https://doi.org/10.1109/TSP.2018.2860549 https://www.wikidata.org/entity/Q129464139 db/journals/tsp/tsp66.html#GuptaFU18

Anais Badoual Julien Fageot Michael Unser Periodic Splines and Gaussian Processes for the Resolution of Linear Inverse Problems. 6047-6061 2018 66 IEEE Trans. Signal Process. 22 https://doi.org/10.1109/TSP.2018.2873514 https://www.wikidata.org/entity/Q129150922 db/journals/tsp/tsp66.html#BadoualFU18

Michael T. McCann Laura Vilaclara Michael Unser Region of interest X-ray computed tomography via corrected back projection. 65-69 2018 ISBI https://doi.org/10.1109/ISBI.2018.8363524 conf/isbi/2018 db/conf/isbi/isbi2018.html#McCannVU18 Kyong Hwan Jin Michael Unser 3D BBPConvNet to reconstruct parallel MRI. 361-364 2018 ISBI https://doi.org/10.1109/ISBI.2018.8363593 conf/isbi/2018 db/conf/isbi/isbi2018.html#JinU18 Thanh-An Pham Emmanuel Soubies JooWon Lim Alexandre Goy 0001 Ferréol Soulez Demetri Psaltis Michael Unser Phaseless diffraction tomography with regularized beam propagation. 1268-1271 2018 ISBI https://doi.org/10.1109/ISBI.2018.8363802 conf/isbi/2018 db/conf/isbi/isbi2018.html#PhamSLGSPU18 Adrien Depeursinge Julien Fageot Vincent Andrearczyk John Paul Ward Michael Unser Rotation Invariance and Directional Sensitivity: Spherical Harmonics versus Radiomics Features. 107-115 2018 MLMI@MICCAI https://doi.org/10.1007/978-3-030-00919-9_13 conf/miccai/2018mlmi db/conf/miccai/mlmi2018.html#DepeursingeFAWU18

Harshit Gupta Julien Fageot Michael Unser Continuous-Domain Solutions of Linear Inverse Problems with Tikhonov vs. Generalized TV Regularization. 2018 abs/1802.01344 CoRR http://arxiv.org/abs/1802.01344 db/journals/corr/corr1802.html#abs-1802-01344

Denis Fortun Martin Storath Dennis Rickert Andreas Weinmann Michael Unser Fast Piecewise-Affine Motion Estimation Without Segmentation. 2018 abs/1802.01872 CoRR http://arxiv.org/abs/1802.01872 db/journals/corr/corr1802.html#abs-1802-01872

Michael Unser A representer theorem for deep neural networks. 2018 abs/1802.09210 CoRR http://arxiv.org/abs/1802.09210 db/journals/corr/corr1802.html#abs-1802-09210

Carsten Haubold Virginie Uhlmann Michael Unser Fred A. Hamprecht Diverse M-Best Solutions by Dynamic Programming. 2018 abs/1803.05748 CoRR http://arxiv.org/abs/1803.05748 db/journals/corr/corr1803.html#abs-1803-05748

Michael T. McCann Michael Unser Adrien Depeursinge Fast Rotational Sparse Coding. 2018 abs/1806.04374 CoRR http://arxiv.org/abs/1806.04374 db/journals/corr/corr1806.html#abs-1806-04374

Kyong Hwan Jin Gain Kim Yusuf Leblebici Jong Chul Ye Michael Unser Direct Reconstruction of Saturated Samples in Band-Limited OFDM Signals. 2018 abs/1809.07188 CoRR http://arxiv.org/abs/1809.07188 db/journals/corr/corr1809.html#abs-1809-07188

Shayan Aziznejad Michael Unser An L1 Representer Theorem for Multiple-Kernel Regression. 2018 abs/1811.00836 CoRR http://arxiv.org/abs/1811.00836 db/journals/corr/corr1811.html#abs-1811-00836

Emmanuel Soubies Ferréol Soulez Michael T. McCann Thanh-An Pham Laurène Donati Thomas Debarre Daniel Sage Michael Unser Pocket Guide to Solve Inverse Problems with GlobalBioIm. 2018 abs/1812.07908 CoRR http://arxiv.org/abs/1812.07908 db/journals/corr/corr1812.html#abs-1812-07908

Anais Badoual Paola Novara Lucia Romani Daniel Schmitter Michael Unser A non-stationary subdivision scheme for the construction of deformable models with sphere-like topology. 38-51 2017 94 Graph. Model. https://doi.org/10.1016/j.gmod.2017.10.001 db/journals/cvgip/cvgip94.html#BadoualNRSU17

Daniel Schmitter Julien Fageot Anais Badoual Pablo García-Amorena Michael Unser Compactly-supported smooth interpolators for shape modeling with varying resolution. 52-64 2017 94 Graph. Model. https://doi.org/10.1016/j.gmod.2017.11.001 db/journals/cvgip/cvgip94.html#SchmitterFBGU17

Daniel Schmitter Pablo García-Amorena Michael Unser Smooth shapes with spherical topology: Beyond traditional modeling, efficient deformation, and interaction. 199-215 2017 3 Comput. Vis. Media 3 https://doi.org/10.1007/s41095-017-0086-4 https://www.wikidata.org/entity/Q59523409 db/journals/cvm/cvm3.html#SchmitterGU17

Michael Unser Julien Fageot John Paul Ward Splines Are Universal Solutions of Linear Inverse Problems with Generalized TV Regularization. 769-793 2017 59 SIAM Rev. 4 https://doi.org/10.1137/16M1061199 db/journals/siamrev/siamrev59.html#UnserFW17

Daniel Schmitter Michael Unser Shape Projectors for Landmark-Based Spline Curves. 1517-1521 2017 24 IEEE Signal Process. Lett. 10 https://doi.org/10.1109/LSP.2017.2743692 db/journals/spl/spl24.html#SchmitterU17

Michael T. McCann Kyong Hwan Jin Michael Unser Convolutional Neural Networks for Inverse Problems in Imaging: A Review. 85-95 2017 34 IEEE Signal Process. Mag. 6 https://doi.org/10.1109/MSP.2017.2739299 db/journals/spm/spm34.html#McCannJU17

Anais Badoual Daniel Schmitter Virginie Uhlmann Michael Unser Multiresolution Subdivision Snakes. 1188-1201 2017 26 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2016.2644263 https://www.wikidata.org/entity/Q31151549 db/journals/tip/tip26.html#BadoualSUU17

Adrien Depeursinge Zsuzsanna Püspöki John Paul Ward Michael Unser Steerable Wavelet Machines (SWM): Learning Moving Frames for Texture Classification. 1626-1636 2017 26 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2017.2655438 https://www.wikidata.org/entity/Q39012220 db/journals/tip/tip26.html#DepeursingePWU17

Kyong Hwan Jin Michael T. McCann Emmanuel Froustey Michael Unser Deep Convolutional Neural Network for Inverse Problems in Imaging. 4509-4522 2017 26 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2017.2713099 https://www.wikidata.org/entity/Q47792056 db/journals/tip/tip26.html#JinMFU17

Michael T. McCann Michael Unser High-Quality Parallel-Ray X-Ray CT Back Projection Using Optimized Interpolation. 4639-4647 2017 26 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2017.2706521 https://www.wikidata.org/entity/Q51563566 db/journals/tip/tip26.html#McCannU17

Martin Storath Dennis Rickert Michael Unser Andreas Weinmann Fast Segmentation From Blurred Data in 3D Fluorescence Microscopy. 4856-4870 2017 26 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2017.2716843 https://www.wikidata.org/entity/Q36412715 db/journals/tip/tip26.html#StorathRUW17

Pedram Pad Kasra Alishahi Michael Unser Optimized Wavelet Denoising for Self-Similar α-Stable Processes. 5529-5543 2017 63 IEEE Trans. Inf. Theory 9 https://doi.org/10.1109/TIT.2017.2686421 db/journals/tit/tit63.html#PadAU17

Carsten Haubold Virginie Uhlmann Michael Unser Fred A. Hamprecht Diverse M-Best Solutions by Dynamic Programming. 255-267 2017 GCPR https://doi.org/10.1007/978-3-319-66709-6_21 conf/dagm/2017 db/conf/dagm/gcpr2017.html#HauboldUUH17 Morteza Hasani Shoreh Alexandre Goy 0001 JooWon Lim Ulugbek Kamilov Michael Unser Demetri Psaltis Optical Tomography based on a nonlinear model that handles multiple scattering. 6220-6224 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7953352 conf/icassp/2017 db/conf/icassp/icassp2017.html#ShorehGLKUP17 Pedram Pad Farnood Salehi L. Elisa Celis Patrick Thiran Michael Unser Dictionary Learning Based on Sparse Distribution Tomography. 2731-2740 2017 ICML http://proceedings.mlr.press/v70/pad17a.html conf/icml/2017 db/conf/icml/icml2017.html#PadSCTU17 Laurène Donati Masih Nilchian Michael Unser Sylvain Trepout Cédric Messaoudi S. Marcoy Compressed sensing for dose reduction in STEM tomography. 23-27 2017 ISBI https://doi.org/10.1109/ISBI.2017.7950459 conf/isbi/2017 db/conf/isbi/isbi2017.html#DonatiNUTMM17 Daniel Schmitter Michael Unser Closed-form alignment of active surface models using splines. 219-222 2017 ISBI https://doi.org/10.1109/ISBI.2017.7950505 conf/isbi/2017 db/conf/isbi/isbi2017.html#SchmitterU17 Harshit Gupta Daniel Schmitter Virginie Uhlmann Michael Unser General surface energy for spinal cord and aorta segmentation. 319-322 2017 ISBI https://doi.org/10.1109/ISBI.2017.7950528 conf/isbi/2017 db/conf/isbi/isbi2017.html#GuptaSUU17

Julien Fageot Virginie Uhlmann Michael Unser Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes. 2017 abs/1702.05003 CoRR http://arxiv.org/abs/1702.05003 db/journals/corr/corr1702.html#FageotUU17

Ha Q. Nguyen 0001 Emrah Bostan Michael Unser Learning Convex Regularizers for Optimal Bayesian Denoising. 2017 abs/1705.05591 CoRR http://arxiv.org/abs/1705.05591 db/journals/corr/corr1705.html#NguyenBU17

Emmanuel Soubies Thanh-An Pham Michael Unser Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography. 2017 abs/1708.00745 CoRR http://arxiv.org/abs/1708.00745 db/journals/corr/corr1708.html#abs-1708-00745

Harshit Gupta Kyong Hwan Jin Ha Q. Nguyen 0001 Michael T. McCann Michael Unser CNN-Based Projected Gradient Descent for Consistent Image Reconstruction. 2017 abs/1709.01809 CoRR http://arxiv.org/abs/1709.01809 db/journals/corr/corr1709.html#abs-1709-01809

Zsuzsanna Püspöki Arash Amini Julien Fageot John Paul Ward Michael Unser Angular Accuracy of Steerable Feature Detectors. 2017 abs/1710.03631 CoRR http://arxiv.org/abs/1710.03631 db/journals/corr/corr1710.html#abs-1710-03631

Michael T. McCann Kyong Hwan Jin Michael Unser A Review of Convolutional Neural Networks for Inverse Problems in Imaging. 2017 abs/1710.04011 CoRR http://arxiv.org/abs/1710.04011 db/journals/corr/corr1710.html#abs-1710-04011

Daniel Schmitter Ricard Delgado-Gonzalo Michael Unser A family of smooth and interpolatory basis functions for parametric curve and surface representation. 53-63 2016 272 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2015.06.127 db/journals/amc/amc272.html#SchmitterDU16

Zsuzsanna Püspöki Daniel Sage John Paul Ward Michael Unser SpotCaliper: fast wavelet-based spot detection with accurate size estimation. 1278-1280 2016 32 Bioinform. 8 https://doi.org/10.1093/bioinformatics/btv728 https://www.wikidata.org/entity/Q40222628 db/journals/bioinformatics/bioinformatics32.html#PuspokiSWU16

Charles Kervrann Scott T. Acton Jean-Christophe Olivo-Marin Carlos Oscar Sánchez Sorzano Michael Unser Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging. 3-5 2016 10 IEEE J. Sel. Top. Signal Process. 1 https://doi.org/10.1109/JSTSP.2015.2511299 db/journals/jstsp/jstsp10.html#KervrannAOSU16

Charles Kervrann Carlos Oscar Sánchez Sorzano Scott T. Acton Jean-Christophe Olivo-Marin Michael Unser A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy. 6-30 2016 10 IEEE J. Sel. Top. Signal Process. 1 https://doi.org/10.1109/JSTSP.2015.2505402 db/journals/jstsp/jstsp10.html#KervrannSAOU16

Denis Fortun Paul Guichard Ning Chu Michael Unser Reconstruction From Multiple Poses in Fluorescence Imaging: Proof of Concept. 61-70 2016 10 IEEE J. Sel. Top. Signal Process. 1 https://doi.org/10.1109/JSTSP.2015.2493884 db/journals/jstsp/jstsp10.html#FortunGCU16

Zsuzsanna Püspöki John Paul Ward Daniel Sage Michael Unser On the Continuous Steering of the Scale of Tight Wavelet Frames. 1042-1062 2016 9 SIAM J. Imaging Sci. 3 https://doi.org/10.1137/15M1033885 db/journals/siamis/siamis9.html#PuspokiWSU16

Martin Storath Andreas Weinmann Michael Unser Exact Algorithms for L1-TV Regularization of Real-Valued or Circle-Valued Signals. 2016 38 SIAM J. Sci. Comput. 1 https://doi.org/10.1137/15M101796X db/journals/siamsc/siamsc38.html#StorathWU16

Anais Badoual Daniel Schmitter Michael Unser An Inner-Product Calculus for Periodic Functions and Curves. 878-882 2016 23 IEEE Signal Process. Lett. 6 https://doi.org/10.1109/LSP.2016.2555139 db/journals/spl/spl23.html#BadoualSU16

Ulugbek S. Kamilov Ioannis N. Papadopoulos Morteza H. Shoreh Alexandre Goy 0001 Cédric Vonesch Michael Unser Demetri Psaltis Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization. 59-70 2016 2 IEEE Trans. Computational Imaging 1 https://doi.org/10.1109/TCI.2016.2519261 db/journals/tci/tci2.html#KamilovPSGVUP16

Zsuzsanna Püspöki Virginie Uhlmann Cédric Vonesch Michael Unser Design of Steerable Wavelets to Detect Multifold Junctions. 643-657 2016 25 IEEE Trans. Image Process. 2 https://doi.org/10.1109/TIP.2015.2507981 https://www.wikidata.org/entity/Q40191271 db/journals/tip/tip25.html#PuspokiUVU16

Emrah Bostan Emmanuel Froustey Masih Nilchian Daniel Sage Michael Unser Variational Phase Imaging Using the Transport-of-Intensity Equation. 807-817 2016 25 IEEE Trans. Image Process. 2 https://doi.org/10.1109/TIP.2015.2509249 https://www.wikidata.org/entity/Q40191243 db/journals/tip/tip25.html#BostanFNSU16

Pedram Pad Virginie Uhlmann Michael Unser Maximally Localized Radial Profiles for Tight Steerable Wavelet Frames. 2275-2287 2016 25 IEEE Trans. Image Process. 5 https://doi.org/10.1109/TIP.2016.2545301 https://www.wikidata.org/entity/Q47999639 db/journals/tip/tip25.html#PadUU16

Virginie Uhlmann Julien Fageot Michael Unser Hermite Snakes With Control of Tangents. 2803-2816 2016 25 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2016.2551363 https://www.wikidata.org/entity/Q39856774 db/journals/tip/tip25.html#UhlmannFU16

Michael Unser Julien Fageot Harshit Gupta Representer Theorems for Sparsity-Promoting ℓ1 Regularization. 5167-5180 2016 62 IEEE Trans. Inf. Theory 9 https://doi.org/10.1109/TIT.2016.2590421 db/journals/tit/tit62.html#UnserFG16

Pouria Tohidi Emrah Bostan Pedram Pad Michael Unser MMSE denoising of sparse and non-Gaussian AR(1) processes. 4333-4337 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472495 conf/icassp/2016 db/conf/icassp/icassp2016.html#TohidiBPU16 Anais Badoual Daniel Schmitter Michael Unser Local refinement for 3D deformable parametric surfaces. 1086-1090 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532525 conf/icip/2016 db/conf/icip/icip2016.html#BadoualSU16 Denis Fortun Paul Guichard Ning Chu Michael Unser Isotropic resolution in fluorescence imaging by single particle reconstruction. 249-252 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493256 conf/isbi/2016 db/conf/isbi/isbi2016.html#FortunGCU16 Virginie Uhlmann Ricard Delgado-Gonzalo Michael Unser Patrik Olavi Michel Lucia Baldi Florian Maria Wurm USER-friendly image-based segmentation and analysis of chromosomes. 395-398 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493291 conf/isbi/2016 db/conf/isbi/isbi2016.html#UhlmannDUMBW16 Daniel Schmitter Pablo García-Amorena Michael Unser Smoothly deformable spheres: modeling, deformation, and interaction. 2 2016 SIGGRAPH Asia Technical Briefs http://dl.acm.org/citation.cfm?id=3005377 conf/siggraph/2016asiabriefs db/conf/siggraph/siggraph2016asiabriefs.html#SchmitterGU16

Kyong Hwan Jin Michael T. McCann Emmanuel Froustey Michael Unser Deep Convolutional Neural Network for Inverse Problems in Imaging. 2016 abs/1611.03679 CoRR http://arxiv.org/abs/1611.03679 db/journals/corr/corr1611.html#JinMFU16

John Paul Ward Minji Lee Jong Chul Ye Michael Unser Interior Tomography Using 1D Generalized Total Variation. Part I: Mathematical Foundation. 226-247 2015 8 SIAM J. Imaging Sci. 1 https://doi.org/10.1137/140982428 db/journals/siamis/siamis8.html#WardLYU15

Stamatios Lefkimmiatis Anastasios Roussos Petros Maragos Michael Unser Structure Tensor Total Variation. 1090-1122 2015 8 SIAM J. Imaging Sci. 2 https://doi.org/10.1137/14098154X db/journals/siamis/siamis8.html#LefkimmiatisRMU15

Cédric Vonesch Frédéric Stauber Michael Unser Steerable PCA for Rotation-Invariant Image Recognition. 1857-1873 2015 8 SIAM J. Imaging Sci. 3 https://doi.org/10.1137/15M1014930 db/journals/siamis/siamis8.html#VoneschSU15

Minji Lee Yoseob Han John Paul Ward Michael Unser Jong Chul Ye Interior Tomography Using 1D Generalized Total Variation. Part II: Multiscale Implementation. 2452-2486 2015 8 SIAM J. Imaging Sci. 4 https://doi.org/10.1137/15M1015881 db/journals/siamis/siamis8.html#LeeHWUY15

Julien Fageot Emrah Bostan Michael Unser Wavelet Statistics of Sparse and Self-Similar Images. 2951-2975 2015 8 SIAM J. Imaging Sci. 4 https://doi.org/10.1137/151003015 db/journals/siamis/siamis8.html#FageotBU15

Emrah Bostan Stamatios Lefkimmiatis Orestis Vardoulis Nikolaos Stergiopulos Michael Unser Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data. 762-766 2015 22 IEEE Signal Process. Lett. 6 https://doi.org/10.1109/LSP.2014.2369212 db/journals/spl/spl22.html#BostanLVSU15

Emrah Bostan Michael Unser John Paul Ward Divergence-Free Wavelet Frames. 1142-1146 2015 22 IEEE Signal Process. Lett. 8 https://doi.org/10.1109/LSP.2015.2388794 db/journals/spl/spl22.html#BostanUW15

John Paul Ward Pedram Pad Michael Unser Optimal Isotropic Wavelets for Localized Tight Frame Representations. 1918-1921 2015 22 IEEE Signal Process. Lett. 11 https://doi.org/10.1109/LSP.2015.2448233 db/journals/spl/spl22.html#WardPU15

Daniel Schmitter Ricard Delgado-Gonzalo Michael Unser Trigonometric Interpolation Kernel to Construct Deformable Shapes for User-Interactive Applications. 2097-2101 2015 22 IEEE Signal Process. Lett. 11 https://doi.org/10.1109/LSP.2015.2461557 db/journals/spl/spl22.html#SchmitterDU15

Ricard Delgado-Gonzalo Virginie Uhlmann Daniel Schmitter Michael Unser Snakes on a Plane: A perfect snap for bioimage analysis. 41-48 2015 32 IEEE Signal Process. Mag. 1 https://doi.org/10.1109/MSP.2014.2344552 db/journals/spm/spm32.html#Delgado-GonzaloUSU15

Zsuzsanna Püspöki Michael Unser Template-Free Wavelet-Based Detection of Local Symmetries. 3009-3018 2015 24 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2015.2436343 https://www.wikidata.org/entity/Q50585238 db/journals/tip/tip24.html#PuspokiU15

Masih Nilchian John Paul Ward Cédric Vonesch Michael Unser Optimized Kaiser-Bessel Window Functions for Computed Tomography. 3826-3833 2015 24 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2015.2451955 https://www.wikidata.org/entity/Q85550930 db/journals/tip/tip24.html#NilchianWVU15

Ricard Delgado-Gonzalo Daniel Schmitter Virginie Uhlmann Michael Unser Efficient Shape Priors for Spline-Based Snakes. 3915-3926 2015 24 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2015.2457335 https://www.wikidata.org/entity/Q40558054 db/journals/tip/tip24.html#Delgado-Gonzalo15

Pedram Pad Michael Unser Optimality of Operator-Like Wavelets for Representing Sparse AR(1) Processes. 4827-4837 2015 63 IEEE Trans. Signal Process. 18 https://doi.org/10.1109/TSP.2015.2447494 db/journals/tsp/tsp63.html#PadU15

Daniel Schmitter Christophe Gaudet-Blavignac Davide Piccini Michael Unser New parametric 3D snake for medical segmentation of structures with cylindrical topology. 276-280 2015 ICIP https://doi.org/10.1109/ICIP.2015.7350803 conf/icip/2015 db/conf/icip/icip2015.html#SchmitterGPU15 Anais Badoual Daniel Schmitter Michael Unser Locally refinable parametric snakes. 354-358 2015 ICIP https://doi.org/10.1109/ICIP.2015.7350819 conf/icip/2015 db/conf/icip/icip2015.html#BadoualSU15 Michael Unser Keynote speakers: Sparse modeling and the resolution of inverse problems in biomedical imaging. 1-2 2015 ISBI https://doi.org/10.1109/ISBI.2015.7163795 conf/isbi/2015 db/conf/isbi/isbi2015.html#Unser15 Adrien Depeursinge Pedram Pad Anne S. Chin Ann N. Leung Daniel L. Rubin Henning Müller Michael Unser Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia. 403-406 2015 ISBI https://doi.org/10.1109/ISBI.2015.7163897 https://www.wikidata.org/entity/Q62651591 conf/isbi/2015 db/conf/isbi/isbi2015.html#DepeursingePCLR15 Zsuzsanna Püspöki John Paul Ward Daniel Sage Michael Unser Fast detection and refined scale estimation using complex isotropic wavelets. 512-515 2015 ISBI https://doi.org/10.1109/ISBI.2015.7163923 conf/isbi/2015 db/conf/isbi/isbi2015.html#PuspokiWSU15 Virginie Uhlmann Michael Unser Tip-seeking active contours for bioimage segmentation. 544-547 2015 ISBI https://doi.org/10.1109/ISBI.2015.7163931 conf/isbi/2015 db/conf/isbi/isbi2015.html#UhlmannU15 Daniel Schmitter Michael Unser Similarity-based shape priors for 2D spline snakes. 1216-1219 2015 ISBI https://doi.org/10.1109/ISBI.2015.7164092 conf/isbi/2015 db/conf/isbi/isbi2015.html#SchmitterU15

Zsuzsanna Püspöki John Paul Ward Daniel Sage Michael Unser On The Continuous Steering of the Scale of Tight Wavelet Frames. 2015 abs/1512.02072 CoRR http://arxiv.org/abs/1512.02072 db/journals/corr/corr1512.html#PuspokiWSU15

John Paul Ward Michael Unser Approximation Properties of Sobolev Splines and the Construction of Compactly Supported Equivalents. 1843-1858 2014 46 SIAM J. Math. Anal. 3 https://doi.org/10.1137/130924615 db/journals/siamma/siamma46.html#WardU14

Ulugbek Kamilov Emrah Bostan Michael Unser Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems. 1326-1330 2014 21 IEEE Signal Process. Lett. 11 https://doi.org/10.1109/LSP.2014.2334306 db/journals/spl/spl21.html#KamilovBU14

Hagai Kirshner Aurélien Bourquard John Paul Ward Moshe Porat Michael Unser Adaptive Image Resizing Based on Continuous-Domain Stochastic Modeling. 413-423 2014 23 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2013.2285597 https://www.wikidata.org/entity/Q43407937 db/journals/tip/tip23.html#KirshnerBWPU14

Michael Unser Pouya Dehghani Tafti Qiyu Sun A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part I: Continuous-Domain Theory. 1945-1962 2014 60 IEEE Trans. Inf. Theory 3 https://doi.org/10.1109/TIT.2014.2298453 db/journals/tit/tit60.html#UnserTS14

Arash Amini Michael Unser Sparsity and Infinite Divisibility. 2346-2358 2014 60 IEEE Trans. Inf. Theory 4 https://doi.org/10.1109/TIT.2014.2303475 db/journals/tit/tit60.html#AminiU14

Ulugbek Kamilov Sundeep Rangan Alyson K. Fletcher Michael Unser Approximate Message Passing With Consistent Parameter Estimation and Applications to Sparse Learning. 2969-2985 2014 60 IEEE Trans. Inf. Theory 5 https://doi.org/10.1109/TIT.2014.2309005 db/journals/tit/tit60.html#KamilovRFU14

Michael Unser Pouya Dehghani Tafti Arash Amini Hagai Kirshner A Unified Formulation of Gaussian Versus Sparse Stochastic Processes - Part II: Discrete-Domain Theory. 3036-3051 2014 60 IEEE Trans. Inf. Theory 5 https://doi.org/10.1109/TIT.2014.2311903 db/journals/tit/tit60.html#UnserTAK14

Hagai Kirshner Michael Unser John Paul Ward On the Unique Identification of Continuous-Time Autoregressive Models From Sampled Data. 1361-1376 2014 62 IEEE Trans. Signal Process. 6 https://doi.org/10.1109/TSP.2013.2296879 db/journals/tsp/tsp62.html#KirshnerUW14

Virginie Uhlmann Ricard Delgado-Gonzalo Costanza Conti Lucia Romani Michael Unser Exponential Hermite splines for the analysis of biomedical images. 1631-1634 2014 ICASSP https://doi.org/10.1109/ICASSP.2014.6853874 conf/icassp/2014 db/conf/icassp/icassp2014.html#UhlmannDCRU14 Sander Kromwijk Stamatios Lefkimmiatis Michael Unser High-performance 3D deconvolution of fluorescence micrographs. 1718-1722 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025344 conf/icip/2014 db/conf/icip/icip2014.html#KromwijkLU14 Pedram Pad Virginie Uhlmann Michael Unser VOW: Variance-optimal wavelets for the steerable pyramid. 2973-2977 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025601 conf/icip/2014 db/conf/icip/icip2014.html#PadUU14 Emrah Bostan Emmanuel Froustey Benjamin Rappaz Etienne Shaffer Daniel Sage Michael Unser Phase retrieval by using transport-of-intensity equation and differential interference contrast microscopy. 3939-3943 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025800 conf/icip/2014 db/conf/icip/icip2014.html#BostanFRSSU14 Martin Storath Andreas Weinmann Michael Unser Unsupervised texture segmentation using monogenic curvelets and the Potts model. 4348-4352 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025883 conf/icip/2014 db/conf/icip/icip2014.html#StorathWU14 Julien Fageot Emrah Bostan Michael Unser Statistics of wavelet coefficients for sparse self-similar images. 6096-6100 2014 ICIP https://doi.org/10.1109/ICIP.2014.7026230 conf/icip/2014 db/conf/icip/icip2014.html#FageotBU14 Daniel Schmitter Ricard Delgado-Gonzalo Gunnar Krueger Michael Unser Atlas-free brain segmentation in 3D proton-density-like MRI images. 629-632 2014 ISBI https://doi.org/10.1109/ISBI.2014.6867949 conf/isbi/2014 db/conf/isbi/isbi2014.html#SchmitterDKU14 Virginie Uhlmann Ricard Delgado-Gonzalo Michael Unser Snakes with tangent-based control and energies for bioimage analysis. 806-809 2014 ISBI https://doi.org/10.1109/ISBI.2014.6867993 conf/isbi/2014 db/conf/isbi/isbi2014.html#UhlmannDU14 Zsuzsanna Püspöki Michael Unser Wavelet-based identification and classification of local symmetries in microscopy images. 1035-1038 2014 ISBI https://doi.org/10.1109/ISBI.2014.6868050 conf/isbi/2014 db/conf/isbi/isbi2014.html#PuspokiU14

Michael Unser Nicolas Chenouard A Unifying Parametric Framework for 2D Steerable Wavelet Transforms. 102-135 2013 6 SIAM J. Imaging Sci. 1 https://doi.org/10.1137/120866014 db/journals/siamis/siamis6.html#UnserC13

John Paul Ward Kunal Narayan Chaudhury Michael Unser Decay Properties of Riesz Transforms and Steerable Wavelets. 984-998 2013 6 SIAM J. Imaging Sci. 2 https://doi.org/10.1137/120864143 db/journals/siamis/siamis6.html#WardCU13

Abbas Kazerouni Ulugbek Kamilov Emrah Bostan Michael Unser Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning. 249-252 2013 20 IEEE Signal Process. Lett. 3 https://doi.org/10.1109/LSP.2013.2242061 db/journals/spl/spl20.html#KazerouniKBU13

Aurélien Bourquard Michael Unser Anisotropic Interpolation of Sparse Generalized Image Samples. 459-472 2013 22 IEEE Trans. Image Process. 2 https://doi.org/10.1109/TIP.2012.2217346 https://www.wikidata.org/entity/Q44067953 db/journals/tip/tip22.html#BourquardU13

Aurélien Bourquard Michael Unser Binary Compressed Imaging. 1042-1055 2013 22 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2012.2226900 https://www.wikidata.org/entity/Q51295440 db/journals/tip/tip22.html#BourquardU13a

Stamatios Lefkimmiatis John Paul Ward Michael Unser Hessian Schatten-Norm Regularization for Linear Inverse Problems. 1873-1888 2013 22 IEEE Trans. Image Process. 5 https://doi.org/10.1109/TIP.2013.2237919 https://www.wikidata.org/entity/Q45918926 db/journals/tip/tip22.html#LefkimmiatisWU13

Emrah Bostan Ulugbek Kamilov Masih Nilchian Michael Unser Sparse Stochastic Processes and Discretization of Linear Inverse Problems. 2699-2710 2013 22 IEEE Trans. Image Process. 7 https://doi.org/10.1109/TIP.2013.2255305 https://www.wikidata.org/entity/Q45002392 db/journals/tip/tip22.html#BostanKNU13

Ricard Delgado-Gonzalo Nicolas Chenouard Michael Unser Spline-Based Deforming Ellipsoids for Interactive 3D Bioimage Segmentation. 3926-3940 2013 22 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2013.2264680 https://www.wikidata.org/entity/Q43902459 db/journals/tip/tip22.html#Delgado-GonzaloCU13

Stamatios Lefkimmiatis Michael Unser Poisson Image Reconstruction With Hessian Schatten-Norm Regularization. 4314-4327 2013 22 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2013.2271852 https://www.wikidata.org/entity/Q46467854 db/journals/tip/tip22.html#LefkimmiatisU13

Arash Amini Philippe Thévenaz John Paul Ward Michael Unser On the Linearity of Bayesian Interpolators for Non-Gaussian Continuous-Time AR(1) Processes. 5063-5074 2013 59 IEEE Trans. Inf. Theory 8 https://doi.org/10.1109/TIT.2013.2258371 db/journals/tit/tit59.html#AminiTWU13

Ulugbek Kamilov Pedram Pad Arash Amini Michael Unser MMSE Estimation of Sparse Lévy Processes. 137-147 2013 61 IEEE Trans. Signal Process. 1 https://doi.org/10.1109/TSP.2012.2222394 db/journals/tsp/tsp61.html#KamilovPAU13

Arash Amini Ulugbek Kamilov Emrah Bostan Michael Unser Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. 907-920 2013 61 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/TSP.2012.2226446 db/journals/tsp/tsp61.html#AminiKBU13

Daniel Sage Hagai Kirshner Cédric Vonesch Stamatios Lefkimmiatis Michael Unser Benchmarking image-processing algorithms for biomicroscopy: Reference datasets and perspectives. 1-4 2013 EUSIPCO https://ieeexplore.ieee.org/document/6811705/ conf/eusipco/2013 db/conf/eusipco/eusipco2013.html#SageKVLU13 Michael Unser Daniel Sage Ricard Delgado-Gonzalo Advanced image processing for biology, and the Open Bio Image Alliance (OBIA). 1-5 2013 EUSIPCO https://ieeexplore.ieee.org/document/6811650/ conf/eusipco/2013 db/conf/eusipco/eusipco2013.html#UnserSD13 Bugra Tekin Ulugbek Kamilov Emrah Bostan Michael Unser Benefits of consistency in image denoising with steerable wavelets. 1355-1358 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6637872 conf/icassp/2013 db/conf/icassp/icassp2013.html#TekinKBU13 Pedram Pad Michael Unser On the optimality of operator-like wavelets for sparse AR(1) processes. 5598-5602 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6638735 conf/icassp/2013 db/conf/icassp/icassp2013.html#PadU13 Ulugbek Kamilov Aurélien Bourquard Emrah Bostan Michael Unser Autocalibrated signal reconstruction from linear measurements using adaptive GAMP. 5925-5928 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6638801 conf/icassp/2013 db/conf/icassp/icassp2013.html#KamilovBBU13 Jayanth Krishna Mogali Naren Nallapareddy Chandra Sekhar Seelamantula Michael Unser A shape-template based two-stage corpus callosum segmentation technique for sagittal plane T1-weighted brain magnetic resonance images. 1177-1181 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738243 conf/icip/2013 db/conf/icip/icip2013.html#MogaliNSU13 Stamatios Lefkimmiatis Michael Unser 3D Poisson microscopy deconvolution with Hessian Schatten-norm regularization. 161-164 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556437 db/conf/isbi/isbi2013.html#LefkimmiatisU13 Junhong Min Cédric Vonesch Nicolas Olivier Hagai Kirshner Suliana Manley Jong Chul Ye Michael Unser Continuous localization using sparsity constraints for high-density super-resolution microscopy. 177-180 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556441 https://www.wikidata.org/entity/Q60633688 db/conf/isbi/isbi2013.html#MinVOKMYU13 Hagai Kirshner Cédric Vonesch Michael Unser Can localization microscopy benefit from approximation theory? 588-591 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556543 db/conf/isbi/isbi2013.html#KirshnerVU13 Emrah Bostan Orestis Vardoulis Davide Piccini Pouya Dehghani Tafti Nikos Stergiopulos Michael Unser Spatio-temporal regularization of flow-fields. 836-839 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556605 db/conf/isbi/isbi2013.html#BostanVPTSU13 Cédric Vonesch Frédéric Stauber Michael Unser Design of steerable filters for the detection of micro-particles. 934-937 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556629 db/conf/isbi/isbi2013.html#VoneschSU13 Hagai Kirshner Aurélien Bourquard John Paul Ward Michael Unser Linear interpolation of biomedical images using a data-adaptive kernel. 938-941 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556630 db/conf/isbi/isbi2013.html#KirshnerBWU13 Pouya Dehghani Tafti Emrah Bostan Michael Unser Variational decomposition of vector fields in the presence of noise. 1174-1177 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556689 db/conf/isbi/isbi2013.html#TaftiBU13 Masih Nilchian Cédric Vonesch Peter Modregger Marco Stampanoni Michael Unser Iterative FBP for improved reconstruction of X-ray differential phase-contrast tomograms. 1260-1263 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556760 db/conf/isbi/isbi2013.html#NilchianVMSU13 Zsuzsanna Püspöki Cédric Vonesch Michael Unser Detection of symmetric junctions in biological images using 2-D steerable wavelet transforms. 1496-1499 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556818 db/conf/isbi/isbi2013.html#PuspokiVU13 Stamatios Lefkimmiatis Anastasios Roussos Michael Unser Petros Maragos Convex Generalizations of Total Variation Based on the Structure Tensor with Applications to Inverse Problems. 48-60 2013 SSVM https://doi.org/10.1007/978-3-642-38267-3_5 https://www.wikidata.org/entity/Q57919452 conf/scalespace/2013 db/conf/scalespace/ssvm2013.html#LefkimmiatisRUM13

Pedram Pad Michael Unser Optimality of Operator-Like Wavelets for Representing Sparse AR(1) Processes. 2013 abs/1312.1147 CoRR http://arxiv.org/abs/1312.1147 db/journals/corr/corr1312.html#PadU13

Qiyu Sun Michael Unser Left-inverses of fractional Laplacian and sparse stochastic processes. 399-441 2012 36 Adv. Comput. Math. 3 https://doi.org/10.1007/s10444-011-9183-6 db/journals/adcm/adcm36.html#SunU12

Ricard Delgado-Gonzalo Philippe Thévenaz Michael Unser Exponential splines and minimal-support bases for curve representation. 109-128 2012 29 Comput. Aided Geom. Des. 2 https://doi.org/10.1016/j.cagd.2011.10.005 db/journals/cagd/cagd29.html#Delgado-GonzaloTU12

John Paul Ward Hagai Kirshner Michael Unser Is Uniqueness Lost for Under-Sampled Continuous-Time Auto-Regressive Processes? 183-186 2012 19 IEEE Signal Process. Lett. 4 https://doi.org/10.1109/LSP.2012.2185695 db/journals/spl/spl19.html#WardKU12

Ulugbek Kamilov Emrah Bostan Michael Unser Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising. 187-190 2012 19 IEEE Signal Process. Lett. 4 https://doi.org/10.1109/LSP.2012.2185929 db/journals/spl/spl19.html#KamilovBU12

Ulugbek Kamilov Aurélien Bourquard Arash Amini Michael Unser One-Bit Measurements With Adaptive Thresholds. 607-610 2012 19 IEEE Signal Process. Lett. 10 https://doi.org/10.1109/LSP.2012.2209640 db/journals/spl/spl19.html#KamilovBAU12

Stamatios Lefkimmiatis Aurélien Bourquard Michael Unser Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications. 983-995 2012 21 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2011.2168232 https://www.wikidata.org/entity/Q48109742 db/journals/tip/tip21.html#LefkimmiatisBU12

Ricard Delgado-Gonzalo Philippe Thévenaz Chandra Sekhar Seelamantula Michael Unser Snakes With an Ellipse-Reproducing Property. 1258-1271 2012 21 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2011.2169975 https://www.wikidata.org/entity/Q57184418 db/journals/tip/tip21.html#Delgado-GonzaloTSU12

Philippe Thévenaz Daniel Sage Michael Unser Bi-Exponential Edge-Preserving Smoother. 3924-3936 2012 21 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2012.2200903 https://www.wikidata.org/entity/Q45914804 db/journals/tip/tip21.html#ThevenazSU12

Nicolas Chenouard Michael Unser 3D Steerable Wavelets in Practice. 4522-4533 2012 21 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2012.2206044 https://www.wikidata.org/entity/Q43820376 db/journals/tip/tip21.html#ChenouardU12

Matthieu Guerquin-Kern Laurent Lejeune Klaas Paul Pruessmann Michael Unser Realistic Analytical Phantoms for Parallel Magnetic Resonance Imaging. 626-636 2012 31 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2011.2174158 https://www.wikidata.org/entity/Q51505456 db/journals/tmi/tmi31.html#Guerquin-KernLPU12

Alireza Entezari Masih Nilchian Michael Unser A Box Spline Calculus for the Discretization of Computed Tomography Reconstruction Problems. 1532-1541 2012 31 IEEE Trans. Medical Imaging 8 https://doi.org/10.1109/TMI.2012.2191417 https://www.wikidata.org/entity/Q34264005 db/journals/tmi/tmi31.html#EntezariNU12

Ulugbek Kamilov Emrah Bostan Michael Unser Generalized total variation denoising via augmented Lagrangian cycle spinning with Haar wavelets. 909-912 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288032 conf/icassp/2012 db/conf/icassp/icassp2012.html#KamilovBU12 Arash Amini Ulugbek Kamilov Michael Unser Bayesian denoising of generalized poisson processes with finite rate of innovation. 3629-3632 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288702 conf/icassp/2012 db/conf/icassp/icassp2012.html#AminiKU12 Ulugbek Kamilov Arash Amini Michael Unser MMSE denoising of sparse Lévy processes via message passing. 3637-3640 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288704 conf/icassp/2012 db/conf/icassp/icassp2012.html#KamilovAU12 Stamatios Lefkimmiatis Michael Unser A projected gradient algorithm for image restoration under Hessian matrix-norm regularization. 3029-3032 2012 ICIP https://doi.org/10.1109/ICIP.2012.6467538 conf/icip/2012 db/conf/icip/icip2012.html#LefkimmiatisU12 Masih Nilchian Michael Unser Differential phase-contrast X-ray computed tomography: From model discretization to image reconstruction. 90-93 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235491 conf/isbi/2012 db/conf/isbi/isbi2012.html#NilchianU12 Ramtin Madani Aurélien Bourquard Michael Unser Image segmentation with background correction using a multiplicative smoothing-spline model. 186-189 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235515 conf/isbi/2012 db/conf/isbi/isbi2012.html#MadaniBU12 Ricard Delgado-Gonzalo Nicolas Chenouard Michael Unser Fast parametric snakes for 3D microscopy. 852-855 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235682 conf/isbi/2012 db/conf/isbi/isbi2012.html#Delgado-GonzaloCU12 Emrah Bostan Ulugbek Kamilov Michael Unser Reconstruction of biomedical images and sparse stochastic modeling. 880-883 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235689 conf/isbi/2012 db/conf/isbi/isbi2012.html#BostanKU12 Hagai Kirshner Thomas Pengo Nicolas Olivier Daniel Sage Suliana Manley Michael Unser A PSF-based approach to Biplane calibration in 3D super-resolution microscopy. 1232-1235 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235784 https://www.wikidata.org/entity/Q60633692 conf/isbi/2012 db/conf/isbi/isbi2012.html#KirshnerPOSMU12 Emrah Bostan Pouya Dehghani Tafti Michael Unser A dual algorithm for L1-regularized reconstruction of vector fields. 1579-1582 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235876 conf/isbi/2012 db/conf/isbi/isbi2012.html#BostanTU12 Stamatios Lefkimmiatis Aurélien Bourquard Michael Unser Hessian-based regularization for 3-D microscopy image restoration. 1731-1734 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235914 conf/isbi/2012 db/conf/isbi/isbi2012.html#LefkimmiatisBU12 Arash Amini Ulugbek Kamilov Michael Unser The analog formulation of sparsity implies infinite divisibility and rules out Bernoulli-Gaussian priors. 682-686 2012 ITW https://doi.org/10.1109/ITW.2012.6404765 conf/itw/2012 db/conf/itw/itw2012.html#AminiKU12 Ulugbek Kamilov Sundeep Rangan Alyson K. Fletcher Michael Unser Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning. 2447-2455 2012 NIPS https://proceedings.neurips.cc/paper/2012/hash/83f97f4825290be4cb794ec6a234595f-Abstract.html http://papers.nips.cc/paper/4498-approximate-message-passing-with-consistent-parameter-estimation-and-applications-to-sparse-learning conf/nips/2012 db/conf/nips/nips2012.html#KamilovRFU12

Ulugbek Kamilov Sundeep Rangan Alyson K. Fletcher Michael Unser Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning http://arxiv.org/abs/1207.3859 2012 CoRR abs/1207.3859 db/journals/corr/corr1207.html#abs-1207-3859

Stamatios Lefkimmiatis John Paul Ward Michael Unser A Hessian Schatten-Norm Regularization Approach For Solving Linear Inverse Problems http://arxiv.org/abs/1209.3318 2012 CoRR abs/1209.3318 db/journals/corr/corr1209.html#abs-1209-3318

Arash Amini Ulugbek Kamilov Emrah Bostan Michael Unser Bayesian Estimation for Continuous-Time Sparse Stochastic Processes http://arxiv.org/abs/1210.5394 2012 CoRR abs/1210.5394 db/journals/corr/corr1210.html#abs-1210-5394

Emrah Bostan Ulugbek Kamilov Masih Nilchian Michael Unser Sparse Stochastic Processes and Discretization of Linear Inverse Problems http://arxiv.org/abs/1210.5839 2012 CoRR abs/1210.5839 db/journals/corr/corr1210.html#abs-1210-5839

Philippe Thévenaz Ricard Delgado-Gonzalo Michael Unser The Ovuscule. 382-393 2011 33 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/TPAMI.2010.112 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2010.112 https://www.wikidata.org/entity/Q45271050 db/journals/pami/pami33.html#ThevenazDU11

Ildar Khalidov Jalal Fadili François Lazeyras Dimitri Van De Ville Michael Unser Activelets: Wavelets for sparse representation of hemodynamic responses. 2810-2821 2011 91 Signal Process. 12 https://doi.org/10.1016/j.sigpro.2011.03.008 db/journals/sigpro/sigpro91.html#KhalidovFLVU11

Jean-Christophe Olivo-Marin Michael Unser Laure Blanc-Féraud Andrew Laine Boudewijn P. F. Lelieveldt Trends in Bioimaging and Signal Processing [In the Spotlight]. 200-191 2011 28 IEEE Signal Process. Mag. 6 https://doi.org/10.1109/MSP.2011.942317 https://www.wikidata.org/entity/Q57565762 db/journals/spm/spm28.html#Olivo-MarinUBLL11

Florian Luisier Thierry Blu Michael Unser Image Denoising in Mixed Poisson-Gaussian Noise. 696-708 2011 20 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2010.2073477 https://www.wikidata.org/entity/Q38481707 db/journals/tip/tip20.html#LuisierBU11

Michael Unser Nicolas Chenouard Dimitri Van De Ville Steerable Pyramids and Tight Wavelet Frames in L2(BBRd). 2705-2721 2011 20 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2011.2138147 https://www.wikidata.org/entity/Q51580613 db/journals/tip/tip20.html#UnserCV11

Pouya Dehghani Tafti Michael Unser On Regularized Reconstruction of Vector Fields. 3163-3178 2011 20 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2011.2159230 https://www.wikidata.org/entity/Q84320605 db/journals/tip/tip20.html#TaftiU11

Kunal Narayan Chaudhury Daniel Sage Michael Unser Fast O(1) Bilateral Filtering Using Trigonometric Range Kernels. 3376-3382 2011 20 IEEE Trans. Image Process. 12 https://doi.org/10.1109/TIP.2011.2159234 https://www.wikidata.org/entity/Q51559707 db/journals/tip/tip20.html#ChaudhurySU11

Oleksii Vyacheslav Morozov Michael Unser Patrick R. Hunziker Reconstruction of Large, Irregularly Sampled Multidimensional Images. A Tensor-Based Approach. 366-374 2011 30 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2010.2078832 https://www.wikidata.org/entity/Q44562099 db/journals/tmi/tmi30.html#MorozovUH11

Jean-Charles Baritaux Kai Hassler Martina Bucher Sebanti Sanyal Michael Unser Sparsity-Driven Reconstruction for FDOT With Anatomical Priors. 1143-1153 2011 30 IEEE Trans. Medical Imaging 5 https://doi.org/10.1109/TMI.2011.2136438 https://www.wikidata.org/entity/Q51577002 db/journals/tmi/tmi30.html#BaritauxHBSU11

Matthieu Guerquin-Kern Max Häberlin Klaas Paul Pruessmann Michael Unser A Fast Wavelet-Based Reconstruction Method for Magnetic Resonance Imaging. 1649-1660 2011 30 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2011.2140121 https://www.wikidata.org/entity/Q51580616 db/journals/tmi/tmi30.html#Guerquin-KernHPU11

Michael Unser Pouya Dehghani Tafti Stochastic Models for Sparse and Piecewise-Smooth Signals. 989-1006 2011 59 IEEE Trans. Signal Process. 3 https://doi.org/10.1109/TSP.2010.2091638 db/journals/tsp/tsp59.html#UnserT11

Kunal Narayan Chaudhury Michael Unser On the Hilbert Transform of Wavelets. 1890-1894 2011 59 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/TSP.2010.2103072 db/journals/tsp/tsp59.html#ChaudhuryU11

Hagai Kirshner Simona Maggio Michael Unser A Sampling Theory Approach for Continuous ARMA Identification. 4620-4634 2011 59 IEEE Trans. Signal Process. 10 https://doi.org/10.1109/TSP.2011.2161983 db/journals/tsp/tsp59.html#KirshnerMU11

Arash Amini Michael Unser Farrokh Marvasti Compressibility of Deterministic and Random Infinite Sequences. 5193-5201 2011 59 IEEE Trans. Signal Process. 11 https://doi.org/10.1109/TSP.2011.2162952 db/journals/tsp/tsp59.html#AminiUM11

Matthieu Guerquin-Kern Jean-Charles Baritaux Michael Unser Efficient image reconstruction under sparsity constraints with application to MRI and bioluminescence tomography. 5760-5763 2011 ICASSP https://doi.org/10.1109/ICASSP.2011.5947669 conf/icassp/2011 db/conf/icassp/icassp2011.html#Guerquin-KernBU11 Zafer Dogan Stamatios Lefkimmiatis Aurélien Bourquard Michael Unser A second-order extension of TV regularization for image deblurring. 705-708 2011 ICIP https://doi.org/10.1109/ICIP.2011.6116651 conf/icip/2011 db/conf/icip/icip2011.html#DoganLBU11 Aurélien Bourquard Hagai Kirshner Michael Unser Resolution-invariant separable ARMA modeling of images. 1833-1836 2011 ICIP https://doi.org/10.1109/ICIP.2011.6115822 conf/icip/2011 db/conf/icip/icip2011.html#BourquardKU11 Simona Maggio Martino Alessandrini Nicolò Speciale Olivier Bernard 0001 Didier Vray Olivier Basset Michael Unser Continuous-domain ARMA modeling for ultrasound tissue characterization. 895-898 2011 ISBI https://doi.org/10.1109/ISBI.2011.5872548 conf/isbi/2011 db/conf/isbi/isbi2011.html#MaggioASBVBU11 Jean-Charles Baritaux Michael Unser A primal-dual reconstruction algorithm for fluorescence and bioluminescence tomography. 960-963 2011 ISBI https://doi.org/10.1109/ISBI.2011.5872562 conf/isbi/2011 db/conf/isbi/isbi2011.html#BaritauxU11 Pouya Dehghani Tafti Ricard Delgado-Gonzalo Aurélien F. Stalder Michael Unser Variational enhancement and denoising of flow field images. 1061-1064 2011 ISBI https://doi.org/10.1109/ISBI.2011.5872584 conf/isbi/2011 db/conf/isbi/isbi2011.html#TaftiDSU11 Ricard Delgado-Gonzalo Nicolas Chenouard Michael Unser A new hybrid Bayesian-variational particle filter with application to mitotic cell tracking. 1917-1920 2011 ISBI https://doi.org/10.1109/ISBI.2011.5872784 conf/isbi/2011 db/conf/isbi/isbi2011.html#Delgado-GonzaloCU11 Nicolas Chenouard Michael Unser 3D steerable wavelets and monogenic analysis for bioimaging. 2132-2135 2011 ISBI https://doi.org/10.1109/ISBI.2011.5872834 conf/isbi/2011 db/conf/isbi/isbi2011.html#ChenouardU11

Kunal Narayan Chaudhury Daniel Sage Michael Unser Fast O(1) bilateral filtering using trigonometric range kernels http://arxiv.org/abs/1105.4204 2011 CoRR abs/1105.4204 db/journals/corr/corr1105.html#abs-1105-4204

Kunal Narayan Chaudhury Michael Unser On the Hilbert transform of wavelets http://arxiv.org/abs/1107.4619 2011 CoRR abs/1107.4619 db/journals/corr/corr1107.html#abs-1107-4619

Michael Unser Pouya Dehghani Tafti Qiyu Sun A unified formulation of Gaussian vs. sparse stochastic processes - Part I: Continuous-domain theory http://arxiv.org/abs/1108.6150 2011 CoRR abs/1108.6150 db/journals/corr/corr1108.html#abs-1108-6150

Michael Unser Pouya Dehghani Tafti Arash Amini Hagai Kirshner A unified formulation of Gaussian vs. sparse stochastic processes - Part II: Discrete-domain theory http://arxiv.org/abs/1108.6152 2011 CoRR abs/1108.6152 db/journals/corr/corr1108.html#abs-1108-6152

Pouya Dehghani Tafti Michael Unser Fractional Brownian Vector Fields. 1645-1670 2010 8 Multiscale Model. Simul. 5 https://doi.org/10.1137/090752638 db/journals/mmas/mmas8.html#TaftiU10

Florian Luisier Cédric Vonesch Thierry Blu Michael Unser Fast interscale wavelet denoising of Poisson-corrupted images. 415-427 2010 90 Signal Process. 2 https://doi.org/10.1016/j.sigpro.2009.07.009 https://www.wikidata.org/entity/Q114830528 db/journals/sigpro/sigpro90.html#LuisierVBU10

Florian Luisier Thierry Blu Michael Unser SURE-LET for Orthonormal Wavelet-Domain Video Denoising. 913-919 2010 20 IEEE Trans. Circuits Syst. Video Technol. 6 https://doi.org/10.1109/TCSVT.2010.2045819 db/journals/tcsv/tcsv20.html#LuisierBU10

Michael Unser Dimitri Van De Ville Wavelet Steerability and the Higher-Order Riesz Transform. 636-652 2010 19 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2009.2038832 https://www.wikidata.org/entity/Q51764479 db/journals/tip/tip19.html#UnserV10

Kunal Narayan Chaudhury Arrate Muñoz-Barrutia Michael Unser Fast Space-Variant Elliptical Filtering Using Box Splines. 2290-2306 2010 19 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2010.2046953 https://www.wikidata.org/entity/Q34107295 db/journals/tip/tip19.html#ChaudhuryMU10

Sathish Ramani Philippe Thévenaz Michael Unser Regularized Interpolation for Noisy Images. 543-558 2010 29 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2009.2038576 https://www.wikidata.org/entity/Q51724348 db/journals/tmi/tmi29.html#RamaniTU10

Jean-Charles Baritaux Kai Hassler Michael Unser An Efficient Numerical Method for General Lp Regularization in Fluorescence Molecular Tomography. 1075-1087 2010 29 IEEE Trans. Medical Imaging 4 https://doi.org/10.1109/TMI.2010.2042814 https://www.wikidata.org/entity/Q51713232 db/journals/tmi/tmi29.html#BaritauxHU10

Kunal Narayan Chaudhury Michael Unser On the shiftability of dual-tree complex wavelet transforms. 221-232 2010 58 IEEE Trans. Signal Process. 1 https://doi.org/10.1109/TSP.2009.2028962 db/journals/tsp/tsp58.html#ChaudhuryU10

Chandra Sekhar Seelamantula Michael Unser Performance analysis of reconstruction techniques for frequency-domain optical-coherence tomography. 1947-1951 2010 58 IEEE Trans. Signal Process. 3 https://doi.org/10.1109/TSP.2009.2037077 db/journals/tsp/tsp58.html#SeelamantulaU10

Dimitri Van De Ville Brigitte Forster-Heinlein Michael Unser Thierry Blu Analytical Footprints: Compact Representation of Elementary Singularities in Wavelet Bases. 6105-6118 2010 58 IEEE Trans. Signal Process. 12 https://doi.org/10.1109/TSP.2010.2068295 db/journals/tsp/tsp58.html#VilleFUB10

Hagai Kirshner Moshe Porat Michael Unser A stochastic minimum-norm approach to image and texture interpolation. 1004-1008 2010 EUSIPCO https://ieeexplore.ieee.org/document/7096394/ conf/eusipco/2010 db/conf/eusipco/eusipco2010.html#KirshnerPU10 Simona Maggio Hagai Kirshner Michael Unser Continuous-time AR model identification: Does sampling rate really matter? 1469-1473 2010 EUSIPCO https://ieeexplore.ieee.org/document/7096373/ conf/eusipco/2010 db/conf/eusipco/eusipco2010.html#MaggioKU10 Ilker Bayram Matthieu Guerquin-Kern Raquel Terres-Cristofani Michael Unser Accelerated wavelet-regularized deconvolution for 3-D fluorescence microcopy. 581-584 2010 ICIP https://doi.org/10.1109/ICIP.2010.5652743 conf/icip/2010 db/conf/icip/icip2010.html#BayramGTU10 Florian Luisier Thierry Blu Michael Unser Undecimated haar thresholding for poisson intensity estimation. 1697-1700 2010 ICIP https://doi.org/10.1109/ICIP.2010.5652184 conf/icip/2010 db/conf/icip/icip2010.html#LuisierBU10 Pouya Dehghani Tafti Ricard Delgado-Gonzalo Aurélien F. Stalder Michael Unser Fractal modelling and analysis of flow-field images. 49-52 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490416 conf/isbi/2010 db/conf/isbi/isbi2010.html#TaftiDSU10 Matthieu Guerquin-Kern Fikret Isik Karahanoglu Dimitri Van De Ville Klaas Paul Pruessmann Michael Unser Analytical form of Shepp-Logan phantom for parallel MRI. 261-264 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490365 https://www.wikidata.org/entity/Q57976123 conf/isbi/2010 db/conf/isbi/isbi2010.html#Guerquin-KernKVPU10 Ricard Delgado-Gonzalo Nicolas Dénervaud Sebastian Maerkl Michael Unser Multi-target tracking of packed yeast cells. 544-547 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490288 https://www.wikidata.org/entity/Q59359116 conf/isbi/2010 db/conf/isbi/isbi2010.html#Delgado-GonzaloDMU10 Alireza Entezari Michael Unser A box spline calculus for computed tomography. 600-603 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490105 https://www.wikidata.org/entity/Q56783984 conf/isbi/2010 db/conf/isbi/isbi2010.html#EntezariU10 Jean-Charles Baritaux Michael Unser A priori guided reconstruction for FDOT using mixed norms. 692-695 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490082 conf/isbi/2010 db/conf/isbi/isbi2010.html#BaritauxU10 Kunal Narayan Chaudhury Zsuzsanna Püspöki Arrate Muñoz-Barrutia Daniel Sage Michael Unser Fast detection of cells using a continuously scalable Mexican-hat-like template. 1277-1280 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490229 conf/isbi/2010 db/conf/isbi/isbi2010.html#ChaudhuryPMSU10 Pouya Dehghani Tafti Michael Unser Fractional Brownian models for vector field data. 1738-1742 2010 ISIT https://doi.org/10.1109/ISIT.2010.5513260 conf/isit/2010 db/conf/isit/isit2010.html#TaftiU10

Kunal Narayan Chaudhury Arrate Muñoz-Barrutia Michael Unser Fast space-variant elliptical filtering using box splines http://arxiv.org/abs/1003.2022 2010 CoRR abs/1003.2022 db/journals/corr/corr1003.html#abs-1003-2022

Qiyu Sun Michael Unser Left-Inverses of Fractional Laplacian and Sparse Stochastic Processes http://arxiv.org/abs/1009.2651 2010 CoRR abs/1009.2651 db/journals/corr/corr1009.html#abs-1009-2651

Andreas Raabe Dimitri Van De Ville M. Leutenegger A. Szelényi Elke Hattingen R. Gerlach V. Seifert C. Hauger A. Lopez Rainer A. Leitgeb Michael Unser E. J. Martin-Williams Theo Lasser Laser Doppler imaging for intraoperative human brain mapping. 1284-1289 2009 44 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2008.10.049 https://www.wikidata.org/entity/Q33388906 db/journals/neuroimage/neuroimage44.html#RaabeVLSHGSHLLUML09

Cédric Vonesch Michael Unser A Fast Multilevel Algorithm for Wavelet-Regularized Image Restoration. 509-523 2009 18 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2008.2008073 https://www.wikidata.org/entity/Q44843829 db/journals/tip/tip18.html#VoneschU09

Pouya Dehghani Tafti Dimitri Van De Ville Michael Unser Invariances, Laplacian-Like Wavelet Bases, and the Whitening of Fractal Processes. 689-702 2009 18 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2008.2011451 https://www.wikidata.org/entity/Q51848783 db/journals/tip/tip18.html#TaftiVU09

Olivier Bernard 0001 Denis Friboulet Philippe Thévenaz Michael Unser Variational B-Spline Level-Set: A Linear Filtering Approach for Fast Deformable Model Evolution. 1179-1191 2009 18 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2009.2017343 https://www.wikidata.org/entity/Q51835350 db/journals/tip/tip18.html#BernardFTU09

Michael Unser Daniel Sage Dimitri Van De Ville Multiresolution Monogenic Signal Analysis Using the Riesz-Laplace Wavelet Transform. 2402-2418 2009 18 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2009.2027628 https://www.wikidata.org/entity/Q39893320 db/journals/tip/tip18.html#UnserSV09

Kunal Narayan Chaudhury Michael Unser Construction of Hilbert transform pairs of wavelet bases and Gabor-like transforms. 3411-3425 2009 57 IEEE Trans. Signal Process. 9 https://doi.org/10.1109/TSP.2009.2020767 db/journals/tsp/tsp57.html#ChaudhuryU09

Kunal Narayan Chaudhury Michael Unser The fractional Hilbert transform and dual-tree Gabor-like wavelet analysis. 3205-3208 2009 ICASSP https://doi.org/10.1109/ICASSP.2009.4960306 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2009.4960306 conf/icassp/2009 db/conf/icassp/icassp2009.html#ChaudhuryU09 Michael Unser Dimitri Van De Ville Higher-order riesz transforms and steerablewavelet frames. 3801-3804 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414300 conf/icip/2009 db/conf/icip/icip2009.html#UnserV09 Ricard Delgado-Gonzalo Pouya Dehghani Tafti Michael Unser Fractional Laplacian pyramids. 3809-3812 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414306 conf/icip/2009 db/conf/icip/icip2009.html#Delgado-GonzaloTU09 Nicolas Ducros Anabela da Silva Jean-Marc Dinten Chandra Sekhar Seelamantula Michael Unser Françoise Peyrin Time Resolved Fluorescence Diffuse Optical Tomography Using Multi-Resolution Exponential B-Splines. 157-160 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193007 conf/isbi/2009 db/conf/isbi/isbi2009.html#DucrosSDSUP09 Jean-Charles Baritaux Matthieu Guerquin-Kern Michael Unser Integrated Modeling and Reconstruction with Sparsity Constraints for FDOT. 173-176 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193011 conf/isbi/2009 db/conf/isbi/isbi2009.html#BaritauxGU09 Matthieu Guerquin-Kern Dimitri Van De Ville Cédric Vonesch Jean-Charles Baritaux Klaas Paul Pruessmann Michael Unser Wavelet-Regularized Reconstruction for Rapid MRI. 193-196 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193016 conf/isbi/2009 db/conf/isbi/isbi2009.html#Guerquin-KernVVBPU09 Chandra Sekhar Seelamantula Nicolas Pavillon Christian D. Depeursinge Michael Unser Zero-Order-Free Image Reconstruction in Digital Holographic Microscopy. 201-204 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193018 conf/isbi/2009 db/conf/isbi/isbi2009.html#SeelamantulaPDU09 Florian Luisier Cédric Vonesch Thierry Blu Michael Unser Fast Haar-Wavelet Denoising of Multidimensional Fluorescence Microscopy Data. 310-313 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193046 conf/isbi/2009 db/conf/isbi/isbi2009.html#LuisierVBU09 François Aguet Stefan Geissbühler Iwan Märki Theo Lasser Michael Unser Steerable Filters for Orientation Estimation and Localization of Fluorescent Dipoles. 1163-1166 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193265 conf/isbi/2009 db/conf/isbi/isbi2009.html#AguetGMLU09 Germán González François Aguet François Fleuret Michael Unser Pascal Fua Steerable Features for Statistical 3D Dendrite Detection. 625-632 2009 MICCAI (1) https://doi.org/10.1007/978-3-642-04271-3_76 https://www.wikidata.org/entity/Q62499591 conf/miccai/2009-2 db/conf/miccai/miccai2009-2.html#GonzalezAFUF09

Kunal Narayan Chaudhury Michael Unser Construction of Hilbert Transform Pairs of Wavelet Bases and Gabor-like Transforms http://arxiv.org/abs/0908.3380 2009 CoRR abs/0908.3380 db/journals/corr/corr0908.html#abs-0908-3380

Kunal Narayan Chaudhury Michael Unser On the Shiftability of Dual-Tree Complex Wavelet Transforms http://arxiv.org/abs/0908.3383 2009 CoRR abs/0908.3383 db/journals/corr/corr0908.html#abs-0908-3383

Kunal Narayan Chaudhury Michael Unser Gabor wavelet analysis and the fractional Hilbert transform http://arxiv.org/abs/0908.3855 2009 CoRR abs/0908.3855 db/journals/corr/corr0908.html#abs-0908-3855

Kunal Narayan Chaudhury Arrate Muñoz-Barrutia Michael Unser Fast adaptive elliptical filtering using box splines http://arxiv.org/abs/0908.3861 2009 CoRR abs/0908.3861 db/journals/corr/corr0908.html#abs-0908-3861

Dimitri Van De Ville Michael Unser False Discovery Rate for Wavelet-Based Statistical Parametric Mapping. 897-906 2008 2 IEEE J. Sel. Top. Signal Process. 6 https://doi.org/10.1109/JSTSP.2008.2007762 db/journals/jstsp/jstsp2.html#VilleU08

Yann Barbotin Dimitri Van De Ville Thierry Blu Michael Unser Fast Computation of Polyharmonic B-Spline Autocorrelation Filters. 773-776 2008 15 IEEE Signal Process. Lett. https://doi.org/10.1109/LSP.2008.2006714 db/journals/spl/spl15.html#BarbotinVBU08

Chandra Sekhar Seelamantula Michael Unser A Generalized Sampling Method for Finite-Rate-of-Innovation-Signal Reconstruction. 813-816 2008 15 IEEE Signal Process. Lett. https://doi.org/10.1109/LSP.2008.2006316 db/journals/spl/spl15.html#SeelamantulaU08

Cédric Vonesch Michael Unser A Fast Thresholded Landweber Algorithm for Wavelet-Regularized Multidimensional Deconvolution. 539-549 2008 17 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2008.917103 https://www.wikidata.org/entity/Q51889093 db/journals/tip/tip17.html#VoneschU08

Philippe Thévenaz Michael Unser Snakuscules. 585-593 2008 17 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2007.914742 https://www.wikidata.org/entity/Q46587497 db/journals/tip/tip17.html#ThevenazU08

François Aguet Dimitri Van De Ville Michael Unser Model-Based 2.5-D Deconvolution for Extended Depth of Field in Brightfield Microscopy. 1144-1153 2008 17 IEEE Trans. Image Process. 7 https://doi.org/10.1109/TIP.2008.924393 https://www.wikidata.org/entity/Q51874144 db/journals/tip/tip17.html#AguetVU08

Sathish Ramani Thierry Blu Michael Unser Monte-Carlo Sure: A Black-Box Optimization of Regularization Parameters for General Denoising Algorithms. 1540-1554 2008 17 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2008.2001404 https://www.wikidata.org/entity/Q51871271 db/journals/tip/tip17.html#RamaniBU08

Michael Unser Dimitri Van De Ville The Pairing of a Wavelet Basis With a Mildly Redundant Analysis via Subband Regression. 2040-2052 2008 17 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2008.2004607 https://www.wikidata.org/entity/Q51866681 db/journals/tip/tip17.html#UnserV08

Dimitri Van De Ville Michael Unser Complex Wavelet Bases, Steerability, and the Marr-Like Pyramid. 2063-2080 2008 17 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2008.2004797 https://www.wikidata.org/entity/Q51865103 db/journals/tip/tip17.html#VilleU08

Jeroen Verhaeghe Dimitri Van De Ville Ildar Khalidov Yves D'Asseler Ignace Lemahieu Michael Unser Dynamic PET Reconstruction Using Wavelet Regularization With Adapted Basis Functions. 943-959 2008 27 IEEE Trans. Medical Imaging 7 https://doi.org/10.1109/TMI.2008.923698 https://www.wikidata.org/entity/Q49160828 db/journals/tmi/tmi27.html#VerhaegheVKDLU08

Sathish Ramani Dimitri Van De Ville Thierry Blu Michael Unser Nonideal Sampling and Regularization Theory. 1055-1070 2008 56 IEEE Trans. Signal Process. 3 https://doi.org/10.1109/TSP.2007.908997 db/journals/tsp/tsp56.html#RamaniVBU08

S. Chandra Sekhar François Aguet Sebastien Romain Philippe Thévenaz Michael Unser Parametric B-spline snakes on distance maps - Application to segmentation of histology images. 1-5 2008 EUSIPCO https://ieeexplore.ieee.org/document/7080604/ conf/eusipco/2008 db/conf/eusipco/eusipco2008.html#SekharARTU08 Michael Unser Katarina Balac Dimitri Van De Ville The monogenic Riesz-Laplace wavelet transform. 1-5 2008 EUSIPCO https://ieeexplore.ieee.org/document/7080355/ conf/eusipco/2008 db/conf/eusipco/eusipco2008.html#UnserBV08 Dimitri Van De Ville Daniel Sage Katarina Balac Michael Unser The Marr wavelet pyramid and multiscale directional image analysis. 1-5 2008 EUSIPCO https://ieeexplore.ieee.org/document/7080353/ conf/eusipco/2008 db/conf/eusipco/eusipco2008.html#VilleSBU08 S. Chandra Sekhar Michael Unser Performance analysis of the cepstral technique for frequency-domain optical-coherence tomography. 557-560 2008 ICASSP https://doi.org/10.1109/ICASSP.2008.4517670 conf/icassp/2008 db/conf/icassp/icassp2008.html#SekharU08 Sathish Ramani Thierry Blu Michael Unser Blind optimization of algorithm parameters for signal denoising by Monte-Carlo SURE. 905-908 2008 ICASSP https://doi.org/10.1109/ICASSP.2008.4517757 conf/icassp/2008 db/conf/icassp/icassp2008.html#RamaniBU08 Kunal Narayan Chaudhury Michael Unser Construction of Hilbert transform pairs of wavelet bases and optimal time-frequency localization. 3277-3280 2008 ICASSP https://doi.org/10.1109/ICASSP.2008.4518350 conf/icassp/2008 db/conf/icassp/icassp2008.html#ChaudhuryU08 Aurélien Bourquard Philippe Thévenaz Katarina Balac Michael Unser Consistent and regularized magnification of images. 325-328 2008 ICIP https://doi.org/10.1109/ICIP.2008.4711757 conf/icip/2008 db/conf/icip/icip2008.html#BourquardTBU08 Cédric Vonesch Sathish Ramani Michael Unser Recursive risk estimation for non-linear image deconvolution with a wavelet-domain sparsity constraint. 665-668 2008 ICIP https://doi.org/10.1109/ICIP.2008.4711842 conf/icip/2008 db/conf/icip/icip2008.html#VoneschRU08 Kunal Narayan Chaudhury Arrate Muñoz-Barrutia Michael Unser Fast adaptive elliptical filtering using box splines. 785-788 2008 ICIP https://doi.org/10.1109/ICIP.2008.4711872 conf/icip/2008 db/conf/icip/icip2008.html#ChaudhuryMU08 Dimitri Van De Ville Michael Unser The Marr wavelet pyramid. 2804-2807 2008 ICIP https://doi.org/10.1109/ICIP.2008.4712377 conf/icip/2008 db/conf/icip/icip2008.html#VilleU08 Saskia Delpretti Florian Luisier Sathish Ramani Thierry Blu Michael Unser Multiframe sure-let denoising of timelapse fluorescence microscopy images. 149-152 2008 ISBI https://doi.org/10.1109/ISBI.2008.4540954 conf/isbi/2008 db/conf/isbi/isbi2008.html#DelprettiLRBU08 François Aguet Dimitri Van De Ville Michael Unser An accurate PSF model with few parameters for axially shift-variant deconvolution. 157-160 2008 ISBI https://doi.org/10.1109/ISBI.2008.4540956 conf/isbi/2008 db/conf/isbi/isbi2008.html#AguetVU08 Olivier Bernard 0001 Denis Friboulet Philippe Thévenaz Michael Unser Variational B-spline level-set method for fast image segmentation. 177-180 2008 ISBI https://doi.org/10.1109/ISBI.2008.4540961 conf/isbi/2008 db/conf/isbi/isbi2008.html#BernardFTU08 Jean-Charles Baritaux S. Chandra Sekhar Michael Unser A spline-based forward model for Optical Diffuse Tomography. 384-387 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541013 conf/isbi/2008 db/conf/isbi/isbi2008.html#BaritauxSU08 S. Chandra Sekhar Roland Michaely Rainer A. Leitgeb Michael Unser Theoretical analysis of complex-conjugate-ambiguity suppression in frequency-domain optical-coherence tomography. 396-399 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541016 conf/isbi/2008 db/conf/isbi/isbi2008.html#SekharMLU08 Sathish Ramani Cédric Vonesch Michael Unser Deconvolution of 3D fluorescence micrographs with automatic risk minimization. 732-735 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541100 conf/isbi/2008 db/conf/isbi/isbi2008.html#RamaniVU08 Cédric Vonesch Michael Unser A fast thresholded Landweber algorithm for general wavelet bases: Application to 3D deconvolution microscopy. 1351-1354 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541255 conf/isbi/2008 db/conf/isbi/isbi2008.html#VoneschU08 Pouya Dehghani Tafti Dimitri Van De Ville Michael Unser Innovation modelling and wavelet analysis of fractal processes in bio-imaging. 1501-1504 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541293 conf/isbi/2008 db/conf/isbi/isbi2008.html#TaftiVU08 Philippe Thévenaz Thierry Blu Michael Unser Short basis functions for constant-variance interpolation. 69142L 2008 Image Processing https://doi.org/10.1117/12.770234 conf/miip/2008 db/conf/miip/miip2008.html#ThevenazBU08

Brice Bathellier Dimitri Van De Ville Thierry Blu Michael Unser Alan Carleton Wavelet-based multi-resolution statistics for optical imaging signals: Application to automated detection of odour activated glomeruli in the mouse olfactory bulb. 1020-1035 2007 34 NeuroImage 3 https://doi.org/10.1016/j.neuroimage.2006.10.038 https://www.wikidata.org/entity/Q48329894 db/journals/neuroimage/neuroimage34.html#BathellierVBUC07

Dimitri Van De Ville Mohamed L. Seghier François Lazeyras Thierry Blu Michael Unser WSPM: Wavelet-based statistical parametric mapping. 1205-1217 2007 37 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2007.06.011 https://www.wikidata.org/entity/Q51908296 db/journals/neuroimage/neuroimage37.html#VilleSLBU07

Florian Luisier Thierry Blu Michael Unser A New SURE Approach to Image Denoising: Interscale Orthonormal Wavelet Thresholding. 593-606 2007 16 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2007.891064 https://www.wikidata.org/entity/Q51920347 db/journals/tip/tip16.html#LuisierBU07

Muthuvel Arigovindan Michael Sühling Christian P. Jansen Patrick R. Hunziker Michael Unser Full Motion and Flow Field Recovery From Echo Doppler Data. 31-45 2007 26 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2006.884201 https://www.wikidata.org/entity/Q31095495 db/journals/tmi/tmi26.html#ArigovindanSJHU07

Ildar Khalidov Dimitri Van De Ville Mathews Jacob François Lazeyras Michael Unser BSLIM: Spectral Localization by Imaging With Explicit B0 Field Inhomogeneity Compensation. 990-1000 2007 26 IEEE Trans. Medical Imaging 7 https://doi.org/10.1109/TMI.2007.897385 https://www.wikidata.org/entity/Q50952192 db/journals/tmi/tmi26.html#KhalidovVJLU07

Michael Unser Thierry Blu Self-Similarity: Part I-Splines and Operators. 1352-1363 2007 55 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/TSP.2006.890843 db/journals/tsp/tsp55.html#UnserB07

Thierry Blu Michael Unser Self-Similarity: Part II-Optimal Estimation of Fractal Processes. 1364-1378 2007 55 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/TSP.2006.890845 db/journals/tsp/tsp55.html#BluU07

Akira Hirabayashi Michael Unser Consistent Sampling and Signal Recovery. 4104-4115 2007 55 IEEE Trans. Signal Process. 8 https://doi.org/10.1109/TSP.2007.895996 db/journals/tsp/tsp55.html#HirabayashiU07

Cédric Vonesch Thierry Blu Michael Unser Generalized Daubechies Wavelet Families. 4415-4429 2007 55 IEEE Trans. Signal Process. 9 https://doi.org/10.1109/TSP.2007.896255 db/journals/tsp/tsp55.html#VoneschBU07

S. Chandra Sekhar Himanshu Nazkani Thierry Blu Michael Unser A New Technique for High-Resolution Frequency Domain Optical Coherence Tomography. 425-428 2007 ICASSP (1) https://doi.org/10.1109/ICASSP.2007.366707 conf/icassp/2007 db/conf/icassp/icassp2007.html#SekharNBU07 Dimitri Van De Ville Brice Bathellier Alan Carleton Thierry Blu Michael Unser Wavelet-Based Statistical Analysis for Optical Imaging in Mouse Olfactory Bulb. 448-451 2007 ISBI https://doi.org/10.1109/ISBI.2007.356885 conf/isbi/2007 db/conf/isbi/isbi2007.html#VilleBCBU07 Cédric Vonesch Michael Unser Fast Wavelet-Regularized Image Deconvolution. 608-611 2007 ISBI https://doi.org/10.1109/ISBI.2007.356925 conf/isbi/2007 db/conf/isbi/isbi2007.html#VoneschU07 Sathish Ramani Philippe Thévenaz Michael Unser Regularized Interpolation for Noisy Data. 612-615 2007 ISBI https://doi.org/10.1109/ISBI.2007.356926 conf/isbi/2007 db/conf/isbi/isbi2007.html#RamaniTU07 S. Chandra Sekhar Rainer A. Leitgeb Martin L. Villiger Adrian H. Bachmann Thierry Blu Michael Unser Non-Iterative Exact Signal Recovery in Frequency Domain Optical Coherence Tomography. 808-811 2007 ISBI https://doi.org/10.1109/ISBI.2007.356975 conf/isbi/2007 db/conf/isbi/isbi2007.html#SekharLVBBU07 François Aguet Dimitri Van De Ville Michael Unser Sub-Resolution Maximum-Likelihood Based Localization of Fluorescent Nanoparticles in Three Dimensions. 932-935 2007 ISBI https://doi.org/10.1109/ISBI.2007.357006 conf/isbi/2007 db/conf/isbi/isbi2007.html#AguetVU07

Slavica Jonic Philippe Thévenaz Guoyan Zheng Lutz-Peter Nolte Michael Unser An Optimized Spline-Based Registration of a 3D CT to a Set of C-Arm Images. 2006 2006 Int. J. Biomed. Imaging https://doi.org/10.1155/IJBI/2006/47197 https://www.wikidata.org/entity/Q36572417 db/journals/ijbi/ijbi2006.html#JonicTZNU06 47197:1-47197:12

Sathish Ramani Michael Unser Matérn B-splines and the optimal reconstruction of signals. 437-440 2006 13 IEEE Signal Process. Lett. 7 https://doi.org/10.1109/LSP.2006.872396 db/journals/spl/spl13.html#RamaniU06

Cédric Vonesch François Aguet Jean-Luc Vonesch Michael Unser The colored revolution of bioimaging. 20-31 2006 23 IEEE Signal Process. Mag. 3 https://doi.org/10.1109/MSP.2006.1628875 db/journals/spm/spm23.html#VoneschAVU06

Mathews Jacob Thierry Blu C. Vaillant J. H. Maddocks Michael Unser 3-D shape estimation of DNA molecules from stereo cryo-electron micro-graphs using a projection-steerable snake. 214-227 2006 15 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2005.860310 https://www.wikidata.org/entity/Q41626426 db/journals/tip/tip15.html#JacobBVMU06

Shai Tirosh Dimitri Van De Ville Michael Unser Polyharmonic smoothing splines and the multidimensional Wiener filtering of fractal-like signals. 2616-2630 2006 15 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2006.877390 https://www.wikidata.org/entity/Q48433046 db/journals/tip/tip15.html#TiroshVU06

Ildar Khalidov Michael Unser From differential equations to the construction of new wavelet-like bases. 1256-1267 2006 54 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/TSP.2006.870544 db/journals/tsp/tsp54.html#KhalidovU06

Yonina C. Eldar Michael Unser Nonideal sampling and interpolation from noisy observations in shift-invariant spaces. 2636-2651 2006 54 IEEE Trans. Signal Process. 7 https://doi.org/10.1109/TSP.2006.873365 db/journals/tsp/tsp54.html#EldarU06

G. Vidal-Cassanya Arrate Muñoz-Barrutia Michael Unser Locally adaptive smoothing method based on B-splines. 441-447 2006 CompIMAGE conf/compimage/2006 db/conf/compimage/compimage2006.html#Vidal-CassanyaMU06 Sathish Ramani Dimitri Van De Ville Michael Unser Non-Ideal Sampling and Adapted Reconstruction Using the Stochastic Matern Model. 73-76 2006 ICASSP (2) https://doi.org/10.1109/ICASSP.2006.1660282 conf/icassp/2006 db/conf/icassp/icassp2006.html#RamaniVU06 Thierry Blu Michael Unser Optimal Interpolation of Fractional Brownian Motion Given Its Noisy Samples. 860-863 2006 ICASSP (3) https://doi.org/10.1109/ICASSP.2006.1660790 conf/icassp/2006 db/conf/icassp/icassp2006.html#BluU06 Dimitri Van De Ville Thierry Blu Michael Unser WSPM or How to Obtain Statistical Parametric Maps using Shift-Invariant Wavelet Processing. 1101-1104 2006 ICASSP (5) https://doi.org/10.1109/ICASSP.2006.1661472 conf/icassp/2006 db/conf/icassp/icassp2006.html#VilleBU06 Dimitri Van De Ville Brice Bathellier Riccardo Accolla Alan Carleton Thierry Blu Michael Unser Wavelet-Based Detection of Stimulus Responses in Time-Lapse Microscopy. 1161-1164 2006 ICASSP (5) https://doi.org/10.1109/ICASSP.2006.1661487 conf/icassp/2006 db/conf/icassp/icassp2006.html#VilleBACBU06 Laurent Condat Dimitri Van De Ville Michael Unser Efficient Reconstruction of Hexagonally Sampled Data using Three-Directional Box-Splines. 697-700 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.312430 db/conf/icip/icip2006.html#CondatVU06 Florian Luisier Thierry Blu Michael Unser Sure-Based Wavelet Thresholding Integrating Inter-Scale Dependencies. 1457-1460 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.312705 db/conf/icip/icip2006.html#LuisierBU06 Philippe Thévenaz Michael Unser The Snakuscule. 1633-1636 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.312658 db/conf/icip/icip2006.html#ThevenazU06 Muthuvel Arigovindan Michael Sühling Christian P. Jansen Patrick R. Hunziker Michael Unser Full flow/motion-field recovery from pulsed-wave ultrasound Doppler data. 213-216 2006 conf/isbi/2006 ISBI https://doi.org/10.1109/ISBI.2006.1624890 db/conf/isbi/isbi2006.html#ArigovindanSJHU06 François Aguet Dimitri Van De Ville Michael Unser Joint texture and topography estimation for extended depth of field in brightfield microscopy. 778-781 2006 conf/isbi/2006 ISBI https://doi.org/10.1109/ISBI.2006.1625032 db/conf/isbi/isbi2006.html#AguetVU06 Philippe Thévenaz David Lambiel Michael A. Unser A strategy based on maximum spanning trees to stitch together microscope images. 61442A 2006 Image Processing https://doi.org/10.1117/12.651320 conf/miip/2006 db/conf/miip/miip2006.html#ThevenazLU06 Ildar Khalidov Dimitri Van De Ville Mathews Jacob François Lazeyras Michael Unser Improved MRSI with field inhomogeneity compensation. 614467 2006 Image Processing https://doi.org/10.1117/12.651868 conf/miip/2006 db/conf/miip/miip2006.html#KhalidovVJLU06 Guoyan Zheng Xuan Zhang Slavica Jonic Philippe Thévenaz Michael Unser Lutz-Peter Nolte Point Similarity Measures Based on MRF Modeling of Difference Images for Spline-Based 2D-3D Rigid Registration of X-Ray Fluoroscopy to CT Images. 186-194 2006 conf/wbir/2006 WBIR https://doi.org/10.1007/11784012_23 https://www.wikidata.org/entity/Q62673765 db/conf/wbir/wbir2006.html#ZhengZJTUN06

Dimitri Van De Ville Thierry Blu Michael Unser On the multidimensional extension of the quincunx subsampling matrix. 112-115 2005 12 IEEE Signal Process. Lett. 2 https://doi.org/10.1109/LSP.2004.839697 db/journals/spl/spl12.html#VilleBU05

Carlos Oscar Sánchez Sorzano Philippe Thévenaz Michael Unser Elastic registration of biological images using vector-spline regularization. 652-663 2005 52 IEEE Trans. Biomed. Eng. 4 https://doi.org/10.1109/TBME.2005.844030 https://www.wikidata.org/entity/Q51976328 db/journals/tbe/tbe52.html#SorzanoTU05

Muthuvel Arigovindan Michael Sühling Patrick R. Hunziker Michael Unser Variational image reconstruction from arbitrarily spaced samples: a fast multiresolution spline solution. 450-460 2005 14 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2004.841203 https://www.wikidata.org/entity/Q51976358 db/journals/tip/tip14.html#ArigovindanSHU05

Manuela Feilner Dimitri Van De Ville Michael Unser An orthogonal family of quincunx wavelets with continuously adjustable order. 499-510 2005 14 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2005.843754 https://www.wikidata.org/entity/Q30986999 db/journals/tip/tip14.html#FeilnerVU05

Michael Sühling Muthuvel Arigovindan Christian P. Jansen Patrick R. Hunziker Michael Unser Myocardial motion analysis from B-mode echocardiograms. 525-536 2005 14 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2004.838709 https://www.wikidata.org/entity/Q51504474 db/journals/tip/tip14.html#SuhlingAJHU05

Frédéric Precioso Michel Barlaud Thierry Blu Michael Unser Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm. 910-924 2005 14 IEEE Trans. Image Process. 7 https://doi.org/10.1109/TIP.2005.849307 https://www.wikidata.org/entity/Q51968795 db/journals/tip/tip14.html#PreciosoBBU05

Daniel Sage Franck R. Neumann Florence Hediger Susan M. Gasser Michael Unser Automatic Tracking of Individual Fluorescence Particles: Application to the Study of Chromosome Dynamics. 1372-1383 2005 14 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2005.852787 https://www.wikidata.org/entity/Q33224137 db/journals/tip/tip14.html#SageNHGU05

Dimitri Van De Ville Thierry Blu Michael Unser Isotropic polyharmonic B-splines: scaling functions and wavelets. 1798-1813 2005 14 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2005.857249 https://www.wikidata.org/entity/Q51960410 db/journals/tip/tip14.html#VilleBU05

María J. Ledesma-Carbayo Jan Kybic Manuel Desco Andrés Santos Michael Sühling Patrick R. Hunziker Michael Unser Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation. 1113-1126 2005 24 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2005.852050 https://www.wikidata.org/entity/Q51964641 db/journals/tmi/tmi24.html#Ledesma-CarbayoKDSSHU05

Michael Unser Thierry Blu Cardinal exponential splines: part I - theory and filtering algorithms. 1425-1438 2005 53 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/TSP.2005.843700 db/journals/tsp/tsp53.html#UnserB05

Michael Unser Cardinal exponential splines: part II - think analog, act digital. 1439-1449 2005 53 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/TSP.2005.843699 db/journals/tsp/tsp53.html#Unser05

Michael Unser Thierry Blu Generalized smoothing splines and the optimal discretization of the Wiener filter. 2146-2159 2005 53 IEEE Trans. Signal Process. 6 https://doi.org/10.1109/TSP.2005.847821 db/journals/tsp/tsp53.html#UnserB05a

Cédric Vonesch Thierry Blu Michael Unser Generalized Daubechies wavelets. 593-596 2005 ICASSP (4) https://doi.org/10.1109/ICASSP.2005.1416078 conf/icassp/2005 db/conf/icassp/icassp2005.html#VoneschBU05 Ildar Khalidov Michael Unser Exponential-spline wavelet bases. 625-628 2005 ICASSP (4) https://doi.org/10.1109/ICASSP.2005.1416086 conf/icassp/2005 db/conf/icassp/icassp2005.html#KhalidovU05 Laurent Condat Thierry Blu Michael Unser Beyond interpolation: optimal reconstruction by quasi-interpolation. 33-36 2005 conf/icip/2005 ICIP (1) https://doi.org/10.1109/ICIP.2005.1529680 db/conf/icip/icip2005-1.html#CondatBU05 Sathish Ramani Dimitri Van De Ville Michael Unser Sampling in practice: is the best reconstruction space bandlimited? 153-156 2005 conf/icip/2005 ICIP (2) https://doi.org/10.1109/ICIP.2005.1530014 db/conf/icip/icip2005-2.html#RamaniVU05 François Aguet Mathews Jacob Michael Unser Three-dimensional feature detection using optimal steerable filters. 1158-1161 2005 conf/icip/2005 ICIP (2) https://doi.org/10.1109/ICIP.2005.1530266 db/conf/icip/icip2005-2.html#AguetJU05

Dimitri Van De Ville Thierry Blu Michael Unser Integrated wavelet processing and spatial statistical testing of fMRI data. 1472-1485 2004 23 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2004.07.056 https://www.wikidata.org/entity/Q30978138 db/journals/neuroimage/neuroimage23.html#VilleBU04

Mathews Jacob Michael Unser Design of Steerable Filters for Feature Detection Using Canny-Like Criteria. 1007-1019 2004 26 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2004.44 https://doi.ieeecomputersociety.org/10.1109/TPAMI.2004.44 https://www.wikidata.org/entity/Q51980653 db/journals/pami/pami26.html#JacobU04

Michael Sühling Muthuvel Arigovindan Patrick R. Hunziker Michael Unser Multiresolution moment filters: theory and applications. 484-495 2004 13 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2003.819859 https://www.wikidata.org/entity/Q51989348 db/journals/tip/tip13.html#SuhlingAHU04

Thierry Blu Philippe Thévenaz Michael Unser Linear interpolation revitalized. 710-719 2004 13 IEEE Trans. Image Process. 5 https://doi.org/10.1109/TIP.2004.826093 https://www.wikidata.org/entity/Q51989324 db/journals/tip/tip13.html#BluTU04

Dimitri Van De Ville Thierry Blu Michael Unser Wilfried Philips Ignace Lemahieu Rik Van de Walle Hex-splines: a novel spline family for hexagonal lattices. 758-772 2004 13 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2004.827231 https://www.wikidata.org/entity/Q30980318 db/journals/tip/tip13.html#VilleBUPLW04

Mathews Jacob Thierry Blu Michael Unser Efficient energies and algorithms for parametric snakes. 1231-1244 2004 13 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2004.832919 https://www.wikidata.org/entity/Q51988163 db/journals/tip/tip13.html#JacobBU04

Thierry Blu Philippe Thévenaz Michael Unser High-quality causal interpolation for online unidimensional signal processing. 1417-1420 2004 EUSIPCO https://ieeexplore.ieee.org/document/7079929/ conf/eusipco/2004 db/conf/eusipco/eusipco2004.html#BluTU04 Shai Tirosh Dimitri Van De Ville Michael Unser Polyharmonic smoothing splines for multi-dimensional signals with 1/ ‖ω‖τ-like spectra [image denoising applications]. 297-300 2004 ICASSP (3) https://doi.org/10.1109/ICASSP.2004.1326540 conf/icassp/2004 db/conf/icassp/icassp2004.html#TiroshVU04 Thierry Blu Michael Unser Quantitative L2 approximation error of a probability density estimate given by its samples. 952-955 2004 ICASSP (3) https://doi.org/10.1109/ICASSP.2004.1326704 conf/icassp/2004 db/conf/icassp/icassp2004.html#BluU04 Dimitri Van De Ville Thierry Blu Brigitte Forster Michael Unser Isotropic-polyharmonic B-splines and wavelets. 661-664 2004 conf/icip/2004 ICIP https://doi.org/10.1109/ICIP.2004.1418841 db/conf/icip/icip2004-1.html#VilleBFU04 Mathews Jacob Thierry Blu Michael Unser Shape estimation of 3-D DNA molecules from stereo cryo-electron micro-graphs. 1883-1886 2004 conf/icip/2004 ICIP db/conf/icip/icip2004-3.html#JacobBU04 Michael Sühling Muthuvel Arigovindan Michael Unser Christian P. Jansen Patrick R. Hunziker Bimodal Myocardial Motion Analysis from B-mode and Tissue Doppler Ultrasound. 308-311 2004 conf/isbi/2004 ISBI db/conf/isbi/isbi2004.html#SuhlingAUJH04 https://doi.org/10.1109/ISBI.2004.1398536 Brigitte Forster Dimitri Van De Ville Jesse Berent Daniel Sage Michael Unser Extended Depth-of-Focus for Multi-Channel Microscopy Images: A Complex Wavelet Approach. 660-663 2004 conf/isbi/2004 ISBI db/conf/isbi/isbi2004.html#ForsterVBSU04 https://doi.org/10.1109/ISBI.2004.1398624 Dimitri Van De Ville Thierry Blu Michael Unser Wavelet-Based fMRI Statistical Analysis and Spatial Interpretation: A Unifying Approach. 1167-1170 2004 conf/isbi/2004 ISBI db/conf/isbi/isbi2004.html#VilleBU04 https://doi.org/10.1109/ISBI.2004.1398751 Erik Meijering Mathews Jacob J.-C. Floyd Sarria Pascal Steiner Harald Hirling Michael Unser Neurite Tracing in Fluorescence Microscopy Images using Ridge Filtering and Graph Searching: Principles and Validation. 1219-1222 2004 conf/isbi/2004 ISBI db/conf/isbi/isbi2004.html#MeijeringJSSHU04 https://doi.org/10.1109/ISBI.2004.1398764 Nadja Subotic Dimitri Van De Ville Michael Unser On the Feasibility of Axial Tracking of Fluorescent Nano-Particles Using a Defocusing Model. 1231-1234 2004 conf/isbi/2004 ISBI db/conf/isbi/isbi2004.html#SuboticVU04 https://doi.org/10.1109/ISBI.2004.1398767 Michael Sühling Muthuvel Arigovindan Christian P. Jansen Patrick R. Hunziker Michael Unser Myocardial Motion and Strain Rate Analysis from Ultrasound Sequences. 177-189 2004 conf/iwcm/2004 IWCM https://doi.org/10.1007/978-3-540-69866-1_13 db/conf/iwcm/iwcm2004.html#SuhlingAJHU04

Daniel Sage Michael Unser Teaching image-processing programming in Java. 43-52 2003 20 IEEE Signal Process. Mag. 6 https://doi.org/10.1109/MSP.2003.1253553 db/journals/spm/spm20.html#SageU03

Michael Liebling Thierry Blu Michael Unser Fresnelets: new multiresolution wavelet bases for digital holography. 29-43 2003 12 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2002.806243 https://www.wikidata.org/entity/Q39831383 db/journals/tip/tip12.html#LieblingBU03

Erik Meijering Michael Unser A note on cubic convolution interpolation. 477-479 2003 12 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2003.811493 https://www.wikidata.org/entity/Q80601897 db/journals/tip/tip12.html#MeijeringU03

Philippe Thévenaz Michael Unser Precision isosurface rendering of 3D image data. 764-775 2003 12 IEEE Trans. Image Process. 7 https://doi.org/10.1109/TIP.2003.814240 https://www.wikidata.org/entity/Q31144929 db/journals/tip/tip12.html#ThevenazU03

Michael Unser Thierry Blu Mathematical properties of the JPEG2000 wavelet filters. 1080-1090 2003 12 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2003.812329 https://www.wikidata.org/entity/Q46780063 db/journals/tip/tip12.html#UnserB03

Thierry Blu Philippe Thévenaz Michael Unser Complete parameterization of piecewise-polynomial interpolation kernels. 1297-1309 2003 12 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2003.818018 https://www.wikidata.org/entity/Q51894838 db/journals/tip/tip12.html#BluTU03

Jan Kybic Michael Unser Fast parametric elastic image registration. 1427-1442 2003 12 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2003.813139 https://www.wikidata.org/entity/Q51894832 db/journals/tip/tip12.html#KybicU03

Michael Unser Akram Aldroubi Andrew Laine Wavelets in Medical Imaging. 285-288 2003 22 IEEE Trans. Medical Imaging 3 db/journals/tmi/tmi22.html#UnserAL03 https://doi.org/10.1109/TMI.2003.809638

Michael Unser Thierry Blu Wavelet theory demystified. 470-483 2003 51 IEEE Trans. Signal Process. 2 https://doi.org/10.1109/TSP.2002.807000 db/journals/tsp/tsp51.html#UnserB03

Michael Unser Splines and Wavelets: New Perspectives for Pattern Recognition. 244-248 https://doi.org/10.1007/978-3-540-45243-0_32 2003 conf/dagm/2003 DAGM-Symposium db/conf/dagm/dagm2003.html#Unser03 Koichi Ichige Thierry Blu Michael Unser Interpolation of signals by generalized piecewise-linear multiple generators. 261-264 2003 ICASSP (6) https://doi.org/10.1109/ICASSP.2003.1201668 conf/icassp/2003 db/conf/icassp/icassp2003.html#IchigeBU03 Dimitri Van De Ville Thierry Blu Michael Unser Recursive filtering for splines on hexagonal lattices. 301-304 2003 ICASSP (3) https://doi.org/10.1109/ICASSP.2003.1199465 conf/icassp/2003 db/conf/icassp/icassp2003.html#VilleBU03 Thierry Blu Michael Unser A complete family of scaling functions: the (α, τ)-fractional splines. 421-424 2003 ICASSP (6) https://doi.org/10.1109/ICASSP.2003.1201708 conf/icassp/2003 db/conf/icassp/icassp2003.html#BluU03 Frédéric Precioso Michel Barlaud Thierry Blu Michael Unser Smoothing B-spline active contour for fast and robust image and video segmentation. 137-140 2003 conf/icip/2003 ICIP (1) db/conf/icip/icip2003-1.html#PreciosoBBU03 https://doi.org/10.1109/ICIP.2003.1246917 Mathews Jacob Michael Unser Optimal steerable filters for feature detection. 433-436 2003 conf/icip/2003 ICIP (3) db/conf/icip/icip2003-3.html#JacobU03 https://doi.org/10.1109/ICIP.2003.1247274 Christian H. P. Jansen Muthuvel Arigovindan Michael Sühling Stephan Marsch Michael A. Unser Patrick R. Hunziker Multidimensional, multistage wavelet footprints: a new tool for image segmentation and feature extraction in medical ultrasound. 2003 Image Processing https://doi.org/10.1117/12.481355 conf/miip/2003 db/conf/miip/miip2003.html#JansenASMUH03 Slavica Jonic Philippe Thévenaz Michael A. Unser Multiresolution-based registration of a volume to a set of its projections. 2003 Image Processing https://doi.org/10.1117/12.480241 https://www.wikidata.org/entity/Q62673768 conf/miip/2003 db/conf/miip/miip2003.html#JonicTU03 Michael Sühling Muthuvel Arigovindan Christian P. Jansen Patrick R. Hunziker Michael A. Unser Myocardial motion analysis and visualization from echocardiograms. 2003 Image Processing https://doi.org/10.1117/12.481312 conf/miip/2003 db/conf/miip/miip2003.html#SuhlingAJHU03 Erik Meijering Mathews Jacob J.-C. Floyd Sarria Michael Unser A Novel Approach to Neurite Tracing in Fluorescence Microscopy Images. 491-495 2003 conf/sip/2003 SIP http://www.actapress.com/Abstract.aspx?paperId=15743 db/conf/sip/sip2003.html#MeijeringJSU03

Arrate Muñoz Raphaël Ertlé Michael Unser Continuous wavelet transform with arbitrary scales and O(N) complexity. 749-757 2002 82 Signal Process. 5 https://doi.org/10.1016/S0165-1684(02)00140-8 db/journals/sigpro/sigpro82.html#MunozEU02

Arrate Muñoz Thierry Blu Michael Unser p-multiresolution analysis: how to reduce ringing and sparsify the error. 656-669 2002 11 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2002.1014997 https://www.wikidata.org/entity/Q39832138 db/journals/tip/tip11.html#MunozBU02

Stefan Horbelt Michael Liebling Michael Unser Discretization of the Radon transform and of its inverse by spline convolutions. 363-376 2002 21 IEEE Trans. Medical Imaging 4 db/journals/tmi/tmi21.html#HorbeltLU02 https://doi.org/10.1109/TMI.2002.1000260 https://www.wikidata.org/entity/Q48599804

Michael Unser Zhi-Pei Liang First IEEE Symposium on Biomedical Imaging. 850-851 2002 21 IEEE Trans. Medical Imaging 8 db/journals/tmi/tmi21.html#UnserL02 https://doi.org/10.1109/TMI.2002.803604 https://www.wikidata.org/entity/Q78629204

Li Zeng Christian P. Jansen Stephan Marsch Michael Unser Patrick R. Hunziker Wavelet compression of Four-Dimensional Arbitrarily Size Echocardiographic Data. 1179-1187 2002 21 IEEE Trans. Medical Imaging 9 db/journals/tmi/tmi21.html#ZengJMUH02 https://doi.org/10.1109/TMI.2002.804424 https://www.wikidata.org/entity/Q30765948

Thierry Blu Michael Unser Wavelets, fractals, and radial basis functions. 543-553 2002 50 IEEE Trans. Signal Process. 3 https://doi.org/10.1109/78.984733 db/journals/tsp/tsp50.html#BluU02

Mathews Jacob Thierry Blu Michael Unser Sampling of periodic signals: a quantitative error analysis. 1153-1159 2002 50 IEEE Trans. Signal Process. 5 https://doi.org/10.1109/78.995071 db/journals/tsp/tsp50.html#JacobBU02

Jan Kybic Thierry Blu Michael Unser Generalized sampling: a variational approach .I. Theory. 1965-1976 2002 50 IEEE Trans. Signal Process. 8 https://doi.org/10.1109/TSP.2002.800391 db/journals/tsp/tsp50.html#KybicBU02

Jan Kybic Thierry Blu Michael Unser Generalized sampling: a variational approach .II. Applications. 1977-1985 2002 50 IEEE Trans. Signal Process. 8 https://doi.org/10.1109/TSP.2002.800386 db/journals/tsp/tsp50.html#KybicBU02a

Thierry Blu Philippe Thévenaz Michael Unser How a simple shift can significantly improve the performance of linear interpolation. 377-380 2002 conf/icip/2002 ICIP (3) db/conf/icip/icip2002-3.html#BluTU02 https://doi.org/10.1109/ICIP.2002.1038984 Muthuvel Arigovindan Michael Sühling Patrick R. Hunziker Michael Unser Multigrid image reconstruction from arbitrarily spaced samples. 381-384 2002 conf/icip/2002 ICIP (3) db/conf/icip/icip2002-3.html#ArigovindanSHU02 https://doi.org/10.1109/ICIP.2002.1038985 Michael Sühling Muthuvel Arigovindan Patrick R. Hunziker Michael Unser Multiresolution moment filters. 393-396 2002 conf/icip/2002 ICIP (1) db/conf/icip/icip2002-1.html#SuhlingAHU02 https://doi.org/10.1109/ICIP.2002.1038043 Michael Sühling Muthuvel Arigovindan Patrick R. Hunziker Michael Unser Motion analysis of echocardiograms using a local-affine, spatio-temporal model. 573-576 2002 conf/isbi/2002 ISBI https://doi.org/10.1109/ISBI.2002.1029322 db/conf/isbi/isbi2002.html#SuhlingAHU02 María J. Ledesma-Carbayo Jan Kybic Michael Sühling Patrick R. Hunziker Manuel Desco Andrés Santos Michael Unser Cardiac ultrasound motion detection by elastic registration exploiting temporal coherence. 585-588 2002 conf/isbi/2002 ISBI https://doi.org/10.1109/ISBI.2002.1029325 db/conf/isbi/isbi2002.html#Ledesma-CarbayoKSHDSU02 Mathews Jacob Thierry Blu Michael Unser 3-D reconstruction of DNA filaments from stereo cryo-electron micrographs. 597-600 2002 conf/isbi/2002 ISBI https://doi.org/10.1109/ISBI.2002.1029328 db/conf/isbi/isbi2002.html#JacobBU02 Michael Liebling Thierry Blu Etienne Cuche Pierre Marquet Christian D. Depeursinge Michael Unser A novel non-diffractive reconstruction method for digital holographic microscopy. 625-628 2002 conf/isbi/2002 ISBI https://doi.org/10.1109/ISBI.2002.1029335 db/conf/isbi/isbi2002.html#LieblingBCMDU02 Thierry Blu Herbert Bay Michael Unser A new high-resolution processing method for the deconvolution of optical coherence tomography signals. 777-780 2002 conf/isbi/2002 ISBI https://doi.org/10.1109/ISBI.2002.1029373 db/conf/isbi/isbi2002.html#BluBU02 Stefan Horbelt Michael Liebling Michael A. Unser Filter design for filtered back-projection guided by the interpolation model. 2002 Image Processing https://doi.org/10.1117/12.467227 conf/miip/2002 db/conf/miip/miip2002.html#HorbeltLU02 Michael A. Unser Splines: a perfect fit for medical imaging. 2002 Image Processing https://doi.org/10.1117/12.467162 conf/miip/2002 db/conf/miip/miip2002.html#Unser02

Mathews Jacob Thierry Blu Michael Unser An Exact Method for Computing the Area Moments of Wavelet and Spline Curves. 633-642 2001 23 IEEE Trans. Pattern Anal. Mach. Intell. 6 https://doi.org/10.1109/34.927463 http://doi.ieeecomputersociety.org/10.1109/34.927463 db/journals/pami/pami23.html#JacobBU01

Thierry Blu Philippe Thévenaz Michael Unser MOMS: maximal-order interpolation of minimal support. 1069-1080 2001 10 IEEE Trans. Image Process. 7 https://doi.org/10.1109/83.931101 https://www.wikidata.org/entity/Q80631770 db/journals/tip/tip10.html#BluTU01

Arrate Muñoz Thierry Blu Michael Unser Least-squares image resizing using finite differences. 1365-1378 2001 10 IEEE Trans. Image Process. 9 https://doi.org/10.1109/83.941860 https://www.wikidata.org/entity/Q39833107 db/journals/tip/tip10.html#MunozBU01

Daniel Sage Michael Unser Easy Java programming for teaching image-processing. 298-301 2001 conf/icip/2001 ICIP (3) https://doi.org/10.1109/ICIP.2001.958110 db/conf/icip/icip2001-3.html#SageU01 Manuela Feilner Mathews Jacob Michael Unser Orthogonal quincunx wavelets with fractional orders. 606-609 2001 conf/icip/2001 ICIP (1) https://doi.org/10.1109/ICIP.2001.959118 db/conf/icip/icip2001-1.html#FeilnerJU01 Philippe Thévenaz Michael Unser High-quality isosurface rendering with exact gradient. 854-857 2001 conf/icip/2001 ICIP (1) https://doi.org/10.1109/ICIP.2001.959180 db/conf/icip/icip2001-1.html#ThevenazU01 María J. Ledesma-Carbayo Jan Kybic Manuel Desco Andrés Santos Michael Unser Cardiac Motion Analysis from Ultrasound Sequences Using Non-rigid Registration. 889-896 2001 conf/miccai/2001 MICCAI https://doi.org/10.1007/3-540-45468-3_106 db/conf/miccai/miccai2001.html#Ledesma-CarbayoKDSU01 Mathews Jacob Thierry Blu Michael A. Unser Unifying approach and interface for spline-based snakes. 2001 Image Processing https://doi.org/10.1117/12.431105 conf/miip/2001 db/conf/miip/miip2001.html#JacobBU01 Slavica Jonic Philippe Thévenaz Michael A. Unser Multiresolution spline-based 3D/2D registration of CT volume and C-arm images for computer-assisted surgery. 2001 Image Processing https://doi.org/10.1117/12.430985 https://www.wikidata.org/entity/Q62673770 conf/miip/2001 db/conf/miip/miip2001.html#JonicTU01 Jan Kybic Thierry Blu Michael A. Unser Variational approach to tomographic reconstruction. 2001 Image Processing https://doi.org/10.1117/12.431108 conf/miip/2001 db/conf/miip/miip2001.html#KybicBU01

Michael Unser Sampling-50 years after Shannon. 569-587 2000 88 Proc. IEEE 4 https://doi.org/10.1109/5.843002 https://www.wikidata.org/entity/Q114829936 db/journals/pieee/pieee88.html#Unser00

Michael Unser Thierry Blu Fractional Splines and Wavelets. 43-67 2000 42 SIAM Rev. 1 https://doi.org/10.1137/S0036144598349435 db/journals/siamrev/siamrev42.html#UnserB00

Patrick Brigger Jeff Hoeg Michael Unser B-spline snakes: a flexible tool for parametric contour detection. 1484-1496 2000 9 IEEE Trans. Image Process. 9 https://doi.org/10.1109/83.862624 https://www.wikidata.org/entity/Q47923511 db/journals/tip/tip9.html#BriggerHU00

Philippe Thévenaz Michael Unser Optimization of mutual information for multiresolution image registration. 2083-2099 2000 9 IEEE Trans. Image Process. 12 https://doi.org/10.1109/83.887976 https://www.wikidata.org/entity/Q80667875 db/journals/tip/tip9.html#ThevenazU00

Jan Kybic Philippe Thévenaz Arto Nirkko Michael Unser Unwarping of Unidirectionally Distorted EPI Images. 80-93 2000 19 IEEE Trans. Medical Imaging 2 db/journals/tmi/tmi19.html#KybicTNU00 https://doi.org/10.1109/42.836368 https://www.wikidata.org/entity/Q52079365

Philippe Thévenaz Thierry Blu Michael Unser Interpolation Revisited. 739-758 2000 19 IEEE Trans. Medical Imaging 7 db/journals/tmi/tmi19.html#ThevenazBU00 https://doi.org/10.1109/42.875199 https://www.wikidata.org/entity/Q52072074

Manuela Feilner Thierry Blu Michael Unser Analysis of fMRI data using spline wavelets. 1-4 2000 EUSIPCO https://ieeexplore.ieee.org/document/7075454/ conf/eusipco/2000 db/conf/eusipco/eusipco2000.html#FeilnerBU00 Arrate Muñoz Thierry Blu Michael Unser Non-uniform to uniform grid conversion using least-squares splines. 1-4 2000 EUSIPCO https://ieeexplore.ieee.org/document/7075288/ conf/eusipco/2000 db/conf/eusipco/eusipco2000.html#MunozBU00 Michael Unser Splines: A perfect fit for signal processing. 1 2000 EUSIPCO https://ieeexplore.ieee.org/document/7075842/ conf/eusipco/2000 db/conf/eusipco/eusipco2000.html#Unser00 Michael Unser Stefan Horbelt Thierry Blu Fractional derivatives, splines and tomography. 1-4 2000 EUSIPCO https://ieeexplore.ieee.org/document/7075274/ conf/eusipco/2000 db/conf/eusipco/eusipco2000.html#UnserHB00 Thierry Blu Michael Unser The fractional spline wavelet transform: definition end implementation. 512-515 2000 ICASSP https://doi.org/10.1109/ICASSP.2000.862030 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2000.862030 conf/icassp/2000 db/conf/icassp/icassp2000.html#BluU00 Stefan Horbelt Arrate Muñoz Thierry Blu Michael Unser Spline kernels for continuous-space image processing. 2191-2194 2000 ICASSP https://doi.org/10.1109/ICASSP.2000.859272 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2000.859272 conf/icassp/2000 db/conf/icassp/icassp2000.html#HorbeltMBU00 Stefan Horbelt Philippe Thévenaz Michael Unser Texture Mapping by Succesive Refinement. 2000 conf/icip/2000 ICIP db/conf/icip/icip2000.html#HorbeltTU00 https://doi.org/10.1109/ICIP.2000.899367 307-310 Philippe Thévenaz Thierry Blu Michael Unser Complete Parametrization of Piecewise Polynomial Interpolators According to Degree, Support, Regularity, and Order. 2000 conf/icip/2000 ICIP db/conf/icip/icip2000.html#ThevenazBU00 https://doi.org/10.1109/ICIP.2000.899380 335-338 Jan Kybic Michael Unser Multidimensional Elastic Registration of Images Using Splines. 2000 conf/icip/2000 ICIP db/conf/icip/icip2000.html#KybicU00 https://doi.org/10.1109/ICIP.2000.899447 455-458 Mathews Jacob Thierry Blu Michael Unser Exact Computation of Area Moments for Spline and Wavelet Curves. 3131-3134 2000 conf/icpr/2000 ICPR https://doi.org/10.1109/ICPR.2000.903501 https://doi.ieeecomputersociety.org/10.1109/ICPR.2000.903501 db/conf/icpr/icpr2000-3.html#JacobBU00

Michael Unser Splines: a perfect fit for signal and image processing. 22-38 1999 16 IEEE Signal Process. Mag. 6 https://doi.org/10.1109/79.799930 db/journals/spm/spm16.html#Unser99

Michael J. Vrhel Michael Unser Multichannel restoration with limited a priori information [electron microscopy of biological macromolecules]. 527-536 1999 8 IEEE Trans. Image Process. 4 https://doi.org/10.1109/83.753740 https://www.wikidata.org/entity/Q47923629 db/journals/tip/tip8.html#VrhelU99

Patrick Brigger Frank Müller 0002 Klaus Illgner Michael Unser Centered pyramids. 1254-1264 1999 8 IEEE Trans. Image Process. 9 https://doi.org/10.1109/83.784437 https://www.wikidata.org/entity/Q51622783 db/journals/tip/tip8.html#BriggerMIU99

Thierry Blu Michael Unser Quantitative Fourier analysis of approximation techniques. I. Interpolators and projectors. 2783-2795 1999 47 IEEE Trans. Signal Process. 10 https://doi.org/10.1109/78.790659 https://www.wikidata.org/entity/Q114830604 db/journals/tsp/tsp47.html#BluU99

Thierry Blu Michael Unser Quantitative Fourier analysis of approximation techniques. II. Wavelets. 2796-2806 1999 47 IEEE Trans. Signal Process. 10 https://doi.org/10.1109/78.790660 db/journals/tsp/tsp47.html#BluU99a

Stefan Horbelt Michael Unser Martin Vetterli Wavelet Projections for Volume Rendering. 1999 Eurographics (Short Presentations) https://doi.org/10.2312/egs.19991026 conf/eurographics/1999short db/conf/eurographics/eg-short1999.html#HorbeltUV99 Jan Kybic Philippe Thévenaz Michael Unser Compensation of Unidirectional Geometric Distortion in EPI Using Spline Warping. 168-172 1999 conf/icip/1999 ICIP (2) db/conf/icip/icip1999-2.html#KybicTU99 https://doi.org/10.1109/ICIP.1999.822877 Arrate Muñoz Thierry Blu Michael Unser Efficient Image Resizing Using Finite Differences. 662-666 1999 conf/icip/1999 ICIP (3) db/conf/icip/icip1999-3.html#MunozBU99 https://doi.org/10.1109/ICIP.1999.817198 Thierry Blu Philippe Thévenaz Michael Unser Generalized Interpolation: Higher Quality at no Additional Cost. 667-671 1999 conf/icip/1999 ICIP (3) db/conf/icip/icip1999-3.html#BluTU99 https://doi.org/10.1109/ICIP.1999.817199

Chulhee Lee Shin Huh Terence A. Ketter Michael Unser Unsupervised connectivity-based thresholding segmentation of midsagittal brain MR images. 309-338 1998 28 Comput. Biol. Medicine 3 https://doi.org/10.1016/S0010-4825(98)00013-4 https://www.wikidata.org/entity/Q48368987 db/journals/cbm/cbm28.html#LeeHKU98

Philippe Thévenaz Urs E. Ruttimann Michael Unser A pyramid approach to subpixel registration based on intensity. 27-41 1998 7 IEEE Trans. Image Process. 1 https://doi.org/10.1109/83.650848 https://www.wikidata.org/entity/Q29614713 db/journals/tip/tip7.html#ThevenazRU98

Chulhee Lee Murray Eden Michael Unser High-quality image resizing using oblique projection operators. 679-692 1998 7 IEEE Trans. Image Process. 5 https://doi.org/10.1109/83.668025 https://www.wikidata.org/entity/Q47911917 db/journals/tip/tip7.html#LeeEU98

Urs E. Ruttimann Michael Unser Robert R. Rawlings Daniel E. Rio Nick F. Ramsey Venkata S. Mattay Daniel W. Hommer Joseph A. Frank Daniel R. Weinberger Statistical Analysis of Function MRI Data in the Wavelet Domain. 142-154 1998 17 IEEE Trans. Medical Imaging 2 db/journals/tmi/tmi17.html#RuttimannURRRMHFW98 https://doi.org/10.1109/42.700727 https://www.wikidata.org/entity/Q32046881

Akram Aldroubi Patrice Abry Michael Unser Construction of biorthogonal wavelets starting from any two multiresolutions. 1130-1133 1998 46 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/78.668563 db/journals/tsp/tsp46.html#AldroubiAU98

Michael Unser Philippe Thévenaz Akram Aldroubi Shift-orthogonal wavelet bases. 1827-1836 1998 46 IEEE Trans. Signal Process. 7 https://doi.org/10.1109/78.700951 db/journals/tsp/tsp46.html#UnserTA98

Frank Müller 0002 Patrick Brigger Klaus Illgner Michael Unser Multiresolution approximation using shifted splines. 2555-2558 1998 46 IEEE Trans. Signal Process. 9 https://doi.org/10.1109/78.709545 db/journals/tsp/tsp46.html#MullerBIU98

Michael Unser Wavelets, filterbanks, and the Karhunen-Loève transform. 1-4 1998 EUSIPCO https://ieeexplore.ieee.org/document/7089866/ conf/eusipco/1998 db/conf/eusipco/eusipco1998.html#Unser98 Thierry Blu Philippe Thévenaz Michael Unser Minimum Support Interpolators with Optimum Approximation Properties. 242-245 1998 conf/icip/1998 ICIP (3) db/conf/icip/icip1998-3.html#BluTU98 Patrick Brigger Robert Engel Michael Unser B-spline Snakes and a JAVA Interface: An Intuitive Tool for General Contour Outlining. 277-281 1998 conf/icip/1998 ICIP (2) db/conf/icip/icip1998-2.html#BriggerEU98 https://doi.org/10.1109/ICIP.1998.723364 https://doi.ieeecomputersociety.org/10.1109/ICIP.1998.723364 Philippe Thévenaz Michael Unser An Efficient Mutual Information Optimizer for Multiresolution Image Registration. 833-837 1998 conf/icip/1998 ICIP (1) db/conf/icip/icip1998-1.html#ThevenazU98 https://doi.org/10.1109/ICIP.1998.723645 https://doi.ieeecomputersociety.org/10.1109/ICIP.1998.723645

Michael J. Vrhel Chulhee Lee Michael Unser Fast continuous wavelet transform: A least-squares formulation. 103-119 1997 57 Signal Process. 2 https://doi.org/10.1016/S0165-1684(96)00189-2 db/journals/sigpro/sigpro57.html#VrhelLU97

Michael J. Vrhel Chulhee Lee Michael Unser Rapid computation of the continuous wavelet transform by oblique projections. 891-900 1997 45 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/78.564177 db/journals/tsp/tsp45.html#VrhelLU97

Michael Unser Ingrid Daubechies On the approximation power of convolution-based least squares versus interpolation. 1697-1711 1997 45 IEEE Trans. Signal Process. 7 https://doi.org/10.1109/78.599940 db/journals/tsp/tsp45.html#UnserD97

Michael Unser Josiane Zerubia Generalized sampling: stability and performance analysis. 2941-2950 1997 45 IEEE Trans. Signal Process. 12 https://doi.org/10.1109/78.650255 db/journals/tsp/tsp45.html#UnserZ97

Michael Unser Josiane Zerubia Generalized sampling without bandlimiting constraints. 2113-2116 1997 ICASSP https://doi.org/10.1109/ICASSP.1997.599455 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1997.599455 conf/icassp/1997 db/conf/icassp/icassp1997.html#UnserZ97 Patrick Brigger Stephen L. Bacharach Akram Aldroubi Michael Unser Segmentation of Gated SPECT Images for Automatic Computation of Myocardial Volume and Ejection Fraction. 113-116 1997 conf/icip/1997 ICIP (2) https://doi.org/10.1109/ICIP.1997.638686 db/conf/icip/icip1997-2.html#BriggerBAU97 Thierry Blu Michael Unser Quantitative L2 Error Analysis for Interpolation Methods and Wavelt Expansions. 663-666 1997 conf/icip/1997 ICIP (1) https://doi.org/10.1109/ICIP.1997.648000 https://doi.ieeecomputersociety.org/10.1109/ICIP.1997.648000 db/conf/icip/icip1997-1.html#BluU97

Michael Unser Akram Aldroubi A review of wavelets in biomedical applications. 626-638 1996 84 Proc. IEEE 4 https://doi.org/10.1109/5.488704 db/journals/pieee/pieee84.html#UnserA96

Michael Unser Philippe Thévenaz Akram Aldroubi Shift-orthogonal wavelet bases using splines. 85-88 1996 3 IEEE Signal Process. Lett. 3 https://doi.org/10.1109/97.481163 db/journals/spl/spl3.html#UnserTA96

Michael Unser Philippe Thévenaz Akram Aldroubi Corrections to "Shift-Orthogonal Wavelet Bases Using Splines" [Erratum]. 162 1996 3 IEEE Signal Process. Lett. 5 https://doi.org/10.1109/LSP.1996.491662 db/journals/spl/spl3.html#UnserTA96a

Michael Unser Approximation power of biorthogonal wavelet expansions. 519-527 1996 44 IEEE Trans. Signal Process. 3 https://doi.org/10.1109/78.489025 db/journals/tsp/tsp44.html#Unser96

Michael J. Vrhel Chulhee Lee Michael Unser Fast computation of the continuous wavelet transform through oblique projections. 1459-1462 1996 ICASSP https://doi.org/10.1109/ICASSP.1996.543937 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1996.543937 conf/icassp/1996 db/conf/icassp/icassp1996.html#VrhelLU96 Chulhee Lee Murray Eden Michael Unser Near optimal geometric image scaling using oblique projection operators. 2399-2402 1996 ICASSP https://doi.org/10.1109/ICASSP.1996.547766 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1996.547766 conf/icassp/1996 db/conf/icassp/icassp1996.html#LeeEU96 Philippe Thévenaz Michael Unser A pyramid approach to sub-pixel image fusion based on mutual information. 265-268 1996 conf/icip/1996 ICIP (1) https://doi.org/10.1109/ICIP.1996.559484 db/conf/icip/icip1996-1.html#ThevenazU96 Michael Unser Vanishing moments and the approximation power of wavelet expansions. 629-632 1996 conf/icip/1996 ICIP (1) https://doi.org/10.1109/ICIP.1996.559575 db/conf/icip/icip1996-1.html#Unser96

Michael Unser Akram Aldroubi Murray Eden Enlargement or reduction of digital images with minimum loss of information. 247-258 1995 4 IEEE Trans. Image Process. 3 https://doi.org/10.1109/83.366474 https://www.wikidata.org/entity/Q39835693 db/journals/tip/tip4.html#UnserAE95

Michael Unser Philippe Thévenaz Leonid P. Yaroslavsky Convolution-based interpolation for fast, high-quality rotation of images. 1371-1381 1995 4 IEEE Trans. Image Process. 10 https://doi.org/10.1109/83.465102 https://www.wikidata.org/entity/Q52353537 db/journals/tip/tip4.html#UnserTY95

Michael Unser Texture classification and segmentation using wavelet frames. 1549-1560 1995 4 IEEE Trans. Image Process. 11 https://doi.org/10.1109/83.469936 https://www.wikidata.org/entity/Q52353468 db/journals/tip/tip4.html#Unser95

Michael J. Vrhel Chulhee Lee Michael Unser Fast continuous wavelet transform. 1165-1168 1995 ICASSP https://doi.org/10.1109/ICASSP.1995.480444 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1995.480444 conf/icassp/1995 db/conf/icassp/icassp1995.html#VrhelLU95 Philippe Thévenaz Michael Unser Efficient geometric transformations and 3-D image registration. 2919-2922 1995 ICASSP https://doi.org/10.1109/ICASSP.1995.479456 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1995.479456 conf/icassp/1995 db/conf/icassp/icassp1995.html#ThevenazU95 Michael Unser Multigrid adaptive image processing. 49-52 1995 conf/icip/1995 ICIP https://doi.org/10.1109/ICIP.1995.529036 https://doi.ieeecomputersociety.org/10.1109/ICIP.1995.529036 db/conf/icip/icip1995-1.html#Unser95 Philippe Thévenaz Urs E. Ruttimann Michael Unser Iterative multi-scale registration without landmarks. 228-231 1995 ICIP (3) https://doi.org/10.1109/ICIP.1995.537622 https://doi.ieeecomputersociety.org/10.1109/ICIP.1995.537622 conf/icip/1995 db/conf/icip/icip1995-3.html#ThevenazRU95 Urs E. Ruttimann Nick F. Ramsey Daniel W. Hommer Philippe Thévenaz Chulhee Lee Michael Unser Analysis of functional magnetic resonance images by wavelet decomposition. 633-636 1995 conf/icip/1995 ICIP https://doi.org/10.1109/ICIP.1995.531446 https://doi.ieeecomputersociety.org/10.1109/ICIP.1995.531446 db/conf/icip/icip1995-1.html#RuttimannRHTU95

Michael Unser Murray Eden FIR approximations of inverse filters and perfect reconstruction filter banks. 163-174 1994 36 Signal Process. 2 https://doi.org/10.1016/0165-1684(94)90205-4 db/journals/sigpro/sigpro36.html#UnserE94

Michael Unser Fast Gabor-like windowed Fourier and continuous wavelet transforms. 76-79 1994 1 IEEE Signal Process. Lett. 5 https://doi.org/10.1109/97.294384 db/journals/spl/spl1.html#Unser94

Michael Unser Akram Aldroubi A general sampling theory for nonideal acquisition devices. 2915-2925 1994 42 IEEE Trans. Signal Process. 11 https://doi.org/10.1109/78.330352 db/journals/tsp/tsp42.html#UnserA94

Michael Unser Akram Aldroubi Steven J. Schiff Fast implementation of the continuous wavelet transform with integer scales. 3519-3523 1994 42 IEEE Trans. Signal Process. 12 https://doi.org/10.1109/78.340787 db/journals/tsp/tsp42.html#UnserAS94

Michael Unser Matthew A. Neimark Chulhee Lee Affine Transformations of Images: A Least Squares Formulation. 558-561 1994 conf/icip/1994 ICIP (3) db/conf/icip/icip1994-3.html#UnserNL94 https://doi.org/10.1109/ICIP.1994.413744 https://doi.ieeecomputersociety.org/10.1109/ICIP.1994.413744

Michael Unser Akram Aldroubi Murray Eden The L2-Polynomial Spline Pyramid. 364-379 1993 15 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/34.206956 http://doi.ieeecomputersociety.org/10.1109/34.206956 db/journals/pami/pami15.html#UnserAE93

Michael Unser Akram Aldroubi Murray Eden A family of polynomial spline wavelet transforms. 141-162 1993 30 Signal Process. 2 https://doi.org/10.1016/0165-1684(93)90144-Y db/journals/sigpro/sigpro30.html#UnserAE93

Michael Unser Akram Aldroubi Murray Eden B-spline signal processing. I. Theory. 821-833 1993 41 IEEE Trans. Signal Process. 2 https://doi.org/10.1109/78.193220 https://www.wikidata.org/entity/Q114830639 db/journals/tsp/tsp41.html#UnserAE93

Michael Unser Akram Aldroubi Murray Eden B-spline signal processing. II. Efficiency design and applications. 834-848 1993 41 IEEE Trans. Signal Process. 2 https://doi.org/10.1109/78.193221 db/journals/tsp/tsp41.html#UnserAE93a

Michael Unser On the optimality of ideal filters for pyramid and wavelet signal approximation. 3591-3596 1993 41 IEEE Trans. Signal Process. 12 https://doi.org/10.1109/78.258103 db/journals/tsp/tsp41.html#Unser93

Michael Unser Texture discrimination using wavelets. 640-641 1993 CVPR https://doi.org/10.1109/CVPR.1993.341049 conf/cvpr/1993 db/conf/cvpr/cvpr1993.html#Unser93 Michael Unser Efficient dyadic wavelet transformation of images using interpolation filters. 149-152 1993 ICASSP (5) https://doi.ieeecomputersociety.org/10.1109/ICASSP.1993.319769 conf/icassp/1993 db/conf/icassp/icassp1993.html#Unser93

Michael Unser An improved least squares Laplacian pyramid for image compression. 187-203 1992 27 Signal Process. 2 https://doi.org/10.1016/0165-1684(92)90007-J db/journals/sigpro/sigpro27.html#Unser92

Akram Aldroubi Michael Unser Murray Eden Cardinal spline filters: Stability and convergence to the ideal sinc interpolator. 127-138 1992 28 Signal Process. 2 https://doi.org/10.1016/0165-1684(92)90030-Z db/journals/sigpro/sigpro28.html#AldroubiUE92

Michael Unser Akram Aldroubi Murray Eden Polynomial spline signal approximations: Filter design and asymptotic equivalence with Shannon's sampling theorem. 95-103 1992 38 IEEE Trans. Inf. Theory 1 db/journals/tit/tit38.html#UnserAE92 https://doi.org/10.1109/18.108253

Michael Unser Akram Aldroubi Murray Eden On the asymptotic convergence of B-spline wavelets to Gabor functions. 864-872 1992 38 IEEE Trans. Inf. Theory 2 db/journals/tit/tit38.html#UnserAE92a https://doi.org/10.1109/18.119742

Michael Unser Akram Aldroubi Polynomial spline signal processing algorithms. 177-180 1992 ICASSP https://doi.org/10.1109/ICASSP.1992.226247 conf/icassp/1992 db/conf/icassp/icassp1992.html#UnserA92

Michael Unser Akram Aldroubi Murray Eden Recursive Regularization Filters: Design, Properties, and Applications. 272-277 1991 13 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/34.75514 http://doi.ieeecomputersociety.org/10.1109/34.75514 db/journals/pami/pami13.html#UnserAE91

Michael Unser Akram Aldroubi Murray Eden Fast B-spline Transforms for Continuous Image Representation and Interpolation. 277-285 1991 13 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/34.75515 http://doi.ieeecomputersociety.org/10.1109/34.75515 db/journals/pami/pami13.html#UnserAE91a

Lixin Dong Gabriel Pelle Philippe Brun Michael Unser Adaptive myocardial border tracking in M-mode echocardiograms. 95-105 1991 22 Signal Process. 1 https://doi.org/10.1016/0165-1684(91)90031-D db/journals/sigpro/sigpro22.html#DongPBU91

Michael Unser Comments on 'Classification of natural textures by means of two-dimensional orthogonal masks' by P. Cohen, V. Lacasse and C.T. DeDinh. 1005-1006 1991 39 IEEE Trans. Signal Process. 4 https://doi.org/10.1109/78.80939 db/journals/tsp/tsp39.html#Unser91

Michael Unser Murray Eden Nonlinear operators for improving texture segmentation based on features extracted by spatial filtering. 804-815 1990 20 IEEE Trans. Syst. Man Cybern. 4 https://doi.org/10.1109/21.105080 db/journals/tsmc/tsmc20.html#UnserE90

Michael Unser Murray Eden Weighted averaging of a set of noisy images for maximum signal-to-noise ratio. 890-895 1990 38 IEEE Trans. Acoust. Speech Signal Process. 5 https://doi.org/10.1109/29.56038 db/journals/tsp/tsp38.html#UnserE90

Michael Unser Murray Eden Multiresolution Feature Extraction and Selection for Texture Segmentation. 717-728 1989 11 IEEE Trans. Pattern Anal. Mach. Intell. 7 https://doi.org/10.1109/34.192466 http://doi.ieeecomputersociety.org/10.1109/34.192466 db/journals/pami/pami11.html#UnserE89

Michael Unser Moeness G. Amin Comments, with reply, on 'A new approach to recursive Fourier transform'. 1395-1396 1988 76 Proc. IEEE 10 https://doi.org/10.1109/5.16345 db/journals/pieee/pieee76.html#UnserA88

Michael Unser Murray Eden Maximum likelihood estimation of liner signal parameters for Poisson processes. 942-945 1988 36 IEEE Trans. Acoust. Speech Signal Process. 6 https://doi.org/10.1109/29.1613 db/journals/tsp/tsp36.html#UnserE88

Michael Unser Murray Eden A multi-resolution feature reduction technique for image segmentation with multiple components. 568-573 1988 CVPR https://doi.org/10.1109/CVPR.1988.196292 conf/cvpr/1988 db/conf/cvpr/cvpr1988.html#UnserE88 Michael Unser Hugo Van hamme Patrick de Muynck E. Van Denhaute Jan Cornelis 0001 Karhunen-Loeve analysis of dynamic sequences of thermographic images for early breast cancer detection. 592-596 1988 CVPR https://doi.org/10.1109/CVPR.1988.196296 conf/cvpr/1988 db/conf/cvpr/cvpr1988.html#UnserhMDC88 Michael Unser A family of discrete Fourier transforms with pseudo-cyclic convolution properties. 1815-1818 1987 ICASSP https://doi.org/10.1109/ICASSP.1987.1169430 conf/icassp/1987 db/conf/icassp/icassp1987.html#Unser87

Michael Unser Sum and Difference Histograms for Texture Classification. 118-125 1986 8 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.1986.4767760 http://doi.ieeecomputersociety.org/10.1109/TPAMI.1986.4767760 https://www.wikidata.org/entity/Q51658470 db/journals/pami/pami8.html#Unser86

Michael Unser Frank Ade Feature extraction and decision procedure for automated inspection of textured materials. 185-191 1984 2 Pattern Recognit. Lett. 3 https://doi.org/10.1016/0167-8655(84)90044-8 db/journals/prl/prl2.html#UnserA84

Patrice Abry Riccardo Accolla Scott T. Acton Frank Ade François Aguet Akram Aldroubi Martino Alessandrini Kasra Alishahi Moeness G. Amin Arash Amini Vincent Andrearczyk Muthuvel Arigovindan Selin Aviyente Ahmed B. Ayoub Shayan Aziznejad Stephen L. Bacharach Adrian H. Bachmann Anais BadoualAnaïs Badoual Katarina Balac Lucia Baldi Francisco Balzarotti Niccolo Banterle Yann Barbotin Jean-Charles Baritaux Michel Barlaud Olivier Basset Brice Bathellier Herbert Bay Ilker Bayram Benjamin Beck Jesse Berent Olivier Bernard 0001 Ayoub El Biari Laure Blanc-Féraud Thierry Blu Pakshal Bohra Aleix Boquet-Pujadas Erik Börve Emrah Bostan Aurélien Bourquard Nathalie Brandenberg Patrick Brigger Philippe Brun Martina Bucher Joaquim Campos Alan Carleton L. Elisa Celis Kunal N. ChaudhuryKunal Narayan Chaudhury Nicolas Chenouard Anne S. Chin Lénaïc Chizat Ning Chu Jonathan Chuah Laurent Condat Costanza Conti Jan Cornelis 0001 Meritxell Bach Cuadra Etienne Cuche Leello Tadesse DadiLeello Dadi Yves D'Asseler Ingrid Daubechies Leo Davy Thomas Debarre Ricard Delgado-Gonzalo Saskia Delpretti Nicolas Dénervaud E. Van Denhaute Quentin Denoyelle Adrien Depeursinge Christian D. Depeursinge Manuel Desco Jean-Marc Dinten Giuseppe Alessio D'Inverno Minh N. Do Zafer Dogan Laurène Donati Jonathan Dong Lixin Dong Stanislas Ducotterd Nicolas Ducros Murray Eden Yonina C. Eldar Robert Engel Alireza Entezari Raphaël Ertlé Arian Etemadi Jérôme Extermann Mohamed-Jalal FadiliJalal Fadili Julien Fageot Manuela Feilner Alyson K. Fletcher François Fleuret Brigitte Forster-HeinleinBrigitte Forster Denis Fortun Alejandro F. Frangi Joseph A. Frank Denis Friboulet Emmanuel Froustey Pascal Fua Aymeric Galan Pablo García-Amorena Susan M. Gasser Christophe Gaudet-Blavignac Stefan Geissbühler R. Gerlach Sylvain Gigan Jean-François Giovannelli Pierre Gonczy Germán González Alexis Goujon Alexandre Goy 0001 Matthieu Guerquin-Kern Paul Guichard Vincent Guillemet Harshit Gupta Max Häberlin Andreas Habring Virginie Hamel Hugo Van hamme Fred A. Hamprecht Yoseob Han Youssef Haouchat Kai Hassler Elke Hattingen Carsten Haubold C. Hauger Florence Hediger Sébastien Herbreteau Akira Hirabayashi Harald Hirling Jeff Hoeg Daniel W. Hommer Stefan Horbelt Zhiyuan Hu Yishu Huang Shin Huh Patrick R. Hunziker Koichi Ichige Klaus Illgner Mathews Jacob Christian P. JansenChristian H. P. Jansen Kyong Hwan Jin Slavica Jonic Icíar Lloréns Jover Ulugbek KamilovUlugbek S. Kamilov Fikret Isik Karahanoglu Sepand Kashani Abbas Kazerouni Charles Kervrann Yekta Kesenci Terence A. Ketter Ildar Khalidov Gain Kim Hagai Kirshner Erich Kobler Jelena Kovacevic Sander Kromwijk Gunnar Krueger Muhamed Kuric Jan Kybic Kay Lächler Andrew F. LaineAndrew Laine Hélène Lajous David Lambiel Theo Lasser François Lazeyras Yusuf Leblebici María J. Ledesma-Carbayo Chulhee Lee Minji Lee Stamatios Lefkimmiatis Rainer A. Leitgeb Laurent Lejeune Boudewijn P. F. Lelieveldt Ignace Lemahieu Ann N. Leung M. Leutenegger Zhi-Pei Liang Michael Liebling JooWon Lim Yan Liu 0059 A. Lopez Florian Luisier Matthias P. Lütolf Jianwei Ma Ramtin Madani J. H. Maddocks Sebastian Maerkl Simona Maggio Antoine Maillard Suliana Manley Petros Maragos S. Marcoy François Marelli Iwan Märki Pierre Marquet Stephan Marsch E. J. Martin-Williams Farrokh Marvasti Venkata S. Mattay Juan Augusto Maya Michael T. McCann Erik Meijering Cédric Messaoudi Roland Michaely Patrik Olavi Michel Junhong Min Peter Modregger Jayanth Krishna Mogali Oleksii MorozovOleksii Vyacheslav Morozov Frank Müller 0002 Henning Müller Arrate Muñoz-BarrutiaArrate Muñoz Patrick de Muynck Alireza Naderi Naren Nallapareddy Himanshu Nazkani Matthew A. Neimark Franck R. Neumann Sebastian Neumayer Ha Q. Nguyen 0001 Masih Nilchian Arto Nirkko Maïka Nogarotto Lutz-Peter Nolte Paola Novara Nicolas Olivier Jean-Christophe Olivo-Marin Pedram Pad Ioannis N. Papadopoulos Rahul Parhi Nicolas Pavillon Gabriel Pelle Thomas Pengo Dimitris Perdios Françoise Peyrin Thanh-An Pham Thong H. Phan Wilfried Philips Davide Piccini Pol del Aguila Pla Thomas Pock Moshe Porat Mehrsa Pourya Frédéric Precioso Klaas P. PruessmannKlaas Paul Pruessmann Demetri Psaltis Zsuzsanna Püspöki Andreas Raabe Mushegh Rafayelyan Sathish Ramani Nick F. Ramsey Sundeep Rangan Benjamin Rappaz Bassam El Rawas Robert R. Rawlings Dennis Rickert Daniel E. Rio Sebastien Romain Lucia Romani Benedikt Rösner Anastasios Roussos Gianluigi Rozza Daniel L. Rubin Urs E. Ruttimann Daniel Sage Farnood Salehi Andrés Santos Sebanti Sanyal J.-C. Floyd Sarria Steven J. Schiff Cédric Schmidt Daniel Schmitter Chandra Sekhar SeelamantulaS. Chandra Sekhar Mohamed L. Seghier V. Seifert Etienne Shaffer Morteza H. ShorehMorteza Hasani Shoreh Anabela da Silva Anna Song Carlos Oscar Sánchez Sorzano Emmanuel Soubies Ferréol Soulez Nicolò Speciale Aurélien F. Stalder Marco Stampanoni Frédéric Stauber Pascal Steiner Nikos StergiopulosNikolaos Stergiopulos Andre C. Stiel Martin Storath Matthias Stuber Nadja Subotic Michael Sühling Qiyu Sun A. Szelényi Julián Tachella Pouya Dehghani Tafti Bugra Tekin Raquel Terres-Cristofani Philippe Thévenaz Patrick Thiran Shai Tirosh Pouria Tohidi Sylvain Trepout Virginie Uhlmann C. Vaillant Lorenzo Valzania Orestis Vardoulis Jeroen Verhaeghe Martin Vetterli G. Vidal-Cassanya Laura Vilaclara Dimitri Van De Ville Martin L. Villiger Cédric Vonesch Jean-Luc Vonesch Didier Vray Michael J. Vrhel Rik Van de Walle John Paul Ward Benjamin Watts Daniel R. Weinberger Andreas Weinmann Florian Maria Wurm Fangshu Yang Leonid P. Yaroslavsky Jong Chul Ye Jérôme YerlyJerome Yerly Kwang Moo Yi Jaejun Yoo 0001 Martin Zach Mona Zehni Li Zeng Josiane Zerubia Xuan Zhang Zhizhen Zhao 0001 Guoyan Zheng