Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures.

Philippe Burlina Philippe M. Burlina http://pmburlina.com/ https://scholar.google.com/citations?user=R2WeuqAAAAAJ Johns Hopkins University

Adam Gronowski William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures. 1630-1645 2024 19 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2023.3340094 db/journals/tifs/tifs19.html#GronowskiPAGB24

Bo Hui 0002 Haolin Yuan Neil Gong 0001 Philippe Burlina Yinzhi Cao PLeak: Prompt Leaking Attacks against Large Language Model Applications. 3600-3614 2024 CCS https://doi.org/10.1145/3658644.3670370 conf/ccs/2024 db/conf/ccs/ccs2024.html#0002Y0BC24 Haolin Yuan William Paul John N. Aucott Philippe Burlina Yinzhi Cao PFEDEDIT: Personalized Federated Learning via Automated Model Editing. 91-107 2024 ECCV (79) https://doi.org/10.1007/978-3-031-72986-7_6 conf/eccv/2024-79 db/conf/eccv/eccv2024-79.html#YuanPABC24 streams/conf/eccv

Bo Hui 0002 Haolin Yuan Neil Zhenqiang Gong Philippe Burlina Yinzhi Cao PLeak: Prompt Leaking Attacks against Large Language Model Applications. 2024 abs/2405.06823 CoRR https://doi.org/10.48550/arXiv.2405.06823 db/journals/corr/corr2405.html#abs-2405-06823

Yuchen Yang 0001 Haolin Yuan Bo Hui 0002 Neil Zhenqiang Gong Neil Fendley Philippe Burlina Yinzhi Cao Fortifying Federated Learning against Membership Inference Attacks via Client-level Input Perturbation. 288-301 2023 DSN https://doi.org/10.1109/DSN58367.2023.00037 conf/dsn/2023 db/conf/dsn/dsn2023.html#YangYHGFBC23 Haolin Yuan John N. Aucott Armin Hadzic William Paul Marcia Villegas de Flores Philip Mathew Philippe Burlina Yinzhi Cao EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness. 374-384 2023 MICCAI (4) https://doi.org/10.1007/978-3-031-43901-8_36 conf/miccai/2023-4 db/conf/miccai/miccai2023-4.html#YuanAHPFMBC23 Nathan Drenkow Max Lennon I-Jeng Wang Philippe Burlina Do Adaptive Active Attacks Pose Greater Risk Than Static Attacks? 1380-1389 2023 WACV https://doi.org/10.1109/WACV56688.2023.00143 conf/wacv/2023 db/conf/wacv/wacv2023.html#DrenkowLWB23

William Paul Philip Mathew Fady Alajaji Philippe Burlina Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility. 2023 abs/2302.07917 CoRR https://doi.org/10.48550/arXiv.2302.07917 db/journals/corr/corr2302.html#abs-2302-07917

William Paul Armin Hadzic Neil Joshi Fady Alajaji Philippe Burlina TARA: Training and Representation Alteration for AI Fairness and Domain Generalization. 716-753 2022 34 Neural Comput. 3 https://doi.org/10.1162/neco_a_01468 db/journals/neco/neco34.html#PaulHJAB22

William Paul Philippe Burlina Robustness and Adaptation to Hidden Factors of Variation. 122-129 2022 CVPR Workshops https://doi.org/10.1109/CVPRW56347.2022.00023 conf/cvpr/2022w db/conf/cvpr/cvpr2022w.html#PaulB22 Adam Gronowski William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina Rényi Fair Information Bottleneck for Image Classification. 11-15 2022 CWIT https://doi.org/10.1109/CWIT55308.2022.9817669 conf/cwit/2022 db/conf/cwit/cwit2022.html#GronowskiPAGB22 Haolin Yuan Bo Hui 0002 Yuchen Yang 0001 Philippe Burlina Neil Zhenqiang Gong Yinzhi Cao Addressing Heterogeneity in Federated Learning via Distributional Transformation. 179-195 2022 ECCV (38) https://doi.org/10.1007/978-3-031-19839-7_11 conf/eccv/2022-38 db/conf/eccv/eccv2022-38.html#YuanHYBGC22 Nathan Drenkow Neil Fendley Philippe Burlina Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis. 2815-2825 2022 WACV https://doi.org/10.1109/WACV51458.2022.00287 conf/wacv/2022 db/conf/wacv/wacv2022.html#DrenkowFB22

Haolin Yuan Armin Hadzic William Paul Daniella Villegas de Flores Philip Mathew John N. Aucott Yinzhi Cao Philippe Burlina EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation. 2022 abs/2202.13883 CoRR https://arxiv.org/abs/2202.13883 db/journals/corr/corr2202.html#abs-2202-13883

William Paul Philippe Burlina Robustness and Adaptation to Hidden Factors of Variation. 2022 abs/2203.01864 CoRR https://doi.org/10.48550/arXiv.2203.01864 db/journals/corr/corr2203.html#abs-2203-01864

Adam Gronowski William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina Renyi Fair Information Bottleneck for Image Classification. 2022 abs/2203.04950 CoRR https://doi.org/10.48550/arXiv.2203.04950 db/journals/corr/corr2203.html#abs-2203-04950

Adam Gronowski William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures. 2022 abs/2206.10043 CoRR https://doi.org/10.48550/arXiv.2206.10043 db/journals/corr/corr2206.html#abs-2206-10043

Haolin Yuan Bo Hui 0002 Yuchen Yang 0001 Philippe Burlina Neil Zhenqiang Gong Yinzhi Cao Addressing Heterogeneity in Federated Learning via Distributional Transformation. 2022 abs/2210.15025 CoRR https://doi.org/10.48550/arXiv.2210.15025 db/journals/corr/corr2210.html#abs-2210-15025

William Paul I-Jeng Wang Fady Alajaji Philippe Burlina Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes With Applications to Anomaly Detection. 802-826 2021 33 Neural Comput. 3 https://doi.org/10.1162/neco_a_01359 db/journals/neco/neco33.html#PaulWAB21

Himesh Bhatia William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina Least kth-Order and Rényi Generative Adversarial Networks. 2473-2510 2021 33 Neural Comput. 9 https://doi.org/10.1162/neco_a_01416 db/journals/neco/neco33.html#BhatiaPAGB21

William Paul Yinzhi Cao Miaomiao Zhang Philippe Burlina Defending Medical Image Diagnostics Against Privacy Attacks Using Generative Methods: Application to Retinal Diagnostics. 174-187 2021 CLIP/DCL/LL-COVID19/PPML@MICCAI https://doi.org/10.1007/978-3-030-90874-4_17 conf/clip-ws/2021 db/conf/clip-ws/clip2021.html#PaulCZB21 Nathan Drenkow Philippe Burlina Neil Fendley Onyekachi Odoemene Jared Markowitz Addressing Visual Search in Open and Closed Set Settings. 1143-1151 2021 CVPR Workshops https://openaccess.thecvf.com/content/CVPR2021W/EarthVision/html/Drenkow_Addressing_Visual_Search_in_Open_and_Closed_Set_Settings_CVPRW_2021_paper.html https://doi.org/10.1109/CVPRW53098.2021.00125 conf/cvpr/2021w db/conf/cvpr/cvprw2021.html#DrenkowBFOM21 Max Lennon Nathan Drenkow Philippe Burlina Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose? 112-121 2021 ICCVW https://doi.org/10.1109/ICCVW54120.2021.00018 conf/iccvw/2021 db/conf/iccvw/iccvw2021.html#LennonDB21 Bo Hui 0002 Yuchen Yang 0001 Haolin Yuan Philippe Burlina Neil Zhenqiang Gong Yinzhi Cao Practical Blind Membership Inference Attack via Differential Comparisons. 2021 NDSS https://www.ndss-symposium.org/ndss-paper/practical-blind-membership-inference-attack-via-differential-comparisons/ conf/ndss/2021 db/conf/ndss/ndss2021.html#HuiYYBGC21

Bo Hui 0002 Yuchen Yang 0001 Haolin Yuan Philippe Burlina Neil Zhenqiang Gong Yinzhi Cao Practical Blind Membership Inference Attack via Differential Comparisons. 2021 abs/2101.01341 CoRR https://arxiv.org/abs/2101.01341 db/journals/corr/corr2101.html#abs-2101-01341

William Paul Yinzhi Cao Miaomiao Zhang Philippe Burlina Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods. 2021 abs/2103.03078 CoRR https://arxiv.org/abs/2103.03078 db/journals/corr/corr2103.html#abs-2103-03078

Neil Joshi Philippe M. Burlina AI Fairness via Domain Adaptation. 2021 abs/2104.01109 CoRR https://arxiv.org/abs/2104.01109 db/journals/corr/corr2104.html#abs-2104-01109

William Paul Philippe Burlina Generalizing Fairness: Discovery and Mitigation of Unknown Sensitive Attributes. 2021 abs/2107.13625 CoRR https://arxiv.org/abs/2107.13625 db/journals/corr/corr2107.html#abs-2107-13625

Max Lennon Nathan Drenkow Philippe Burlina Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose? 2021 abs/2108.07229 CoRR https://arxiv.org/abs/2108.07229 db/journals/corr/corr2108.html#abs-2108-07229

Philippe M. Burlina Neil J. Joshi Phil A. Mathew William Paul Alison W. Rebman John N. Aucott AI-based detection of erythema migrans and disambiguation against other skin lesions. 103977 2020 125 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2020.103977 https://www.wikidata.org/entity/Q99574368 db/journals/cbm/cbm125.html#BurlinaJMPRA20

Neil Fendley Max Lennon I-Jeng Wang Philippe Burlina Nathan Drenkow Jacks of All Trades, Masters of None: Addressing Distributional Shift and Obtrusiveness via Transparent Patch Attacks. 105-119 2020 ECCV Workshops (1) https://doi.org/10.1007/978-3-030-66415-2_7 conf/eccv/2020-w1 db/conf/eccv/eccv2020-w1.html#FendleyLWBD20

William Paul I-Jeng Wang Fady Alajaji Philippe Burlina Unsupervised Semantic Attribute Discovery and Control in Generative Models. 2020 abs/2002.11169 CoRR https://arxiv.org/abs/2002.11169 db/journals/corr/corr2002.html#abs-2002-11169

Philippe Burlina Neil Joshi William Paul Katia D. Pacheco Neil M. Bressler Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics. 2020 abs/2004.13515 CoRR https://arxiv.org/abs/2004.13515 db/journals/corr/corr2004.html#abs-2004-13515

Neil Fendley Max Lennon I-Jeng Wang Philippe Burlina Nathan Drenkow Jacks of All Trades, Masters Of None: Addressing Distributional Shift and Obtrusiveness via Transparent Patch Attacks. 2020 abs/2005.00656 CoRR https://arxiv.org/abs/2005.00656 db/journals/corr/corr2005.html#abs-2005-00656

Himesh Bhatia William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina Rényi Generative Adversarial Networks. 2020 abs/2006.02479 CoRR https://arxiv.org/abs/2006.02479 db/journals/corr/corr2006.html#abs-2006-02479

Philippe M. Burlina William Paul Phil A. Mathew Neil J. Joshi Alison W. Rebman John N. Aucott AI Progress in Skin Lesion Analysis. 2020 abs/2009.13323 CoRR https://arxiv.org/abs/2009.13323 db/journals/corr/corr2009.html#abs-2009-13323

William Paul Armin Hadzic Neil Joshi Philippe Burlina RENATA: REpreseNtation And Training Alteration for Bias Mitigation. 2020 abs/2012.06387 CoRR https://arxiv.org/abs/2012.06387 db/journals/corr/corr2012.html#abs-2012-06387

Nathan Drenkow Neil Fendley Philippe Burlina Random Projections for Adversarial Attack Detection. 2020 abs/2012.06405 CoRR https://arxiv.org/abs/2012.06405 db/journals/corr/corr2012.html#abs-2012-06405

Nathan Drenkow Philippe Burlina Neil Fendley Kachi Odoemene Jared Markowitz Objectness-Guided Open Set Visual Search and Closed Set Detection. 2020 abs/2012.06509 CoRR https://arxiv.org/abs/2012.06509 db/journals/corr/corr2012.html#abs-2012-06509

Philippe Burlina Neil Joshi Seth Billings I-Jeng Wang Jemima Albayda Deep embeddings for novelty detection in myopathy. 46-53 2019 105 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2018.12.006 https://www.wikidata.org/entity/Q90740458 db/journals/cbm/cbm105.html#BurlinaJBWA19

Philippe M. Burlina Neil Joshi Elise Ng Seth D. Billings Alison W. Rebman John N. Aucott Automated detection of erythema migrans and other confounding skin lesions via deep learning. 151-156 2019 105 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2018.12.007 https://www.wikidata.org/entity/Q91092135 db/journals/cbm/cbm105.html#BurlinaJNBRA19

Michael J. Pekala Neil Joshi T. Y. Alvin Liu Neil M. Bressler Delia Cabrera DeBuc Philippe Burlina Deep learning based retinal OCT segmentation. 2019 114 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2019.103445 https://www.wikidata.org/entity/Q90331914 db/journals/cbm/cbm114.html#PekalaJLBDB19

Philippe Burlina Neil Joshi I-Jeng Wang Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection. 11507-11516 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Burlina_Wheres_Wally_Now_Deep_Generative_and_Discriminative_Embeddings_for_Novelty_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.01177 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#BurlinaJW19 Kapil D. Katyal Katie M. Popek Chris Paxton 0001 Philippe Burlina Gregory D. Hager Uncertainty-Aware Occupancy Map Prediction Using Generative Networks for Robot Navigation. 5453-5459 2019 ICRA https://doi.org/10.1109/ICRA.2019.8793500 conf/icra/2019 db/conf/icra/icra2019.html#KatyalPPBH19 Philippe Burlina Neil J. Joshi Seth Billings I-Jeng Wang Jemima Albayda Unsupervised Deep Novelty Detection: Application To Muscle Ultrasound And Myositis Screening. 1910-1914 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759565 conf/isbi/2019 db/conf/isbi/isbi2019.html#BurlinaJBWA19 Valentina Bellemo Philippe Burlina Yong Liu 0026 Tien Yin Wong Daniel Shu Wei Ting Generative Adversarial Networks (GANs) for Retinal Fundus Image Synthesis. 289-302 2018 ACCV Workshops https://doi.org/10.1007/978-3-030-21074-8_24 conf/accv/2018w db/conf/accv/accv2018w.html#BellemoBYWT18 Philippe Burlina Neil Joshi Neil M. Bressler AI-based AMD Analysis: A Review of Recent Progress. 303-308 2018 ACCV Workshops https://doi.org/10.1007/978-3-030-21074-8_25 conf/accv/2018w db/conf/accv/accv2018w.html#BurlinaJB18 Michael J. Pekala Neil Joshi T. Y. Alvin Liu Neil M. Bressler Delia Cabrera DeBuc Philippe Burlina OCT Segmentation via Deep Learning: A Review of Recent Work. 316-322 2018 ACCV Workshops https://doi.org/10.1007/978-3-030-21074-8_27 conf/accv/2018w db/conf/accv/accv2018w.html#PekalaJLBDB18 Edward W. Staley Kapil D. Katyal Philippe Burlina DRL Based Intelligent Joint Manipulator and Viewing Camera Control for Reaching Tasks and Environments with Obstacles and Occluders. 1-7 2018 IJCNN https://doi.org/10.1109/IJCNN.2018.8489273 conf/ijcnn/2018 db/conf/ijcnn/ijcnn2018.html#StaleyKB18 Philippe Burlina Neil Joshi Elise Ng Seth Billings Alison W. Rebman John N. Aucott Skin Image Analysis for Erythema Migrans Detection and Automated Lyme Disease Referral. 244-251 2018 OR 2.0/CARE/CLIP/ISIC@MICCAI https://doi.org/10.1007/978-3-030-01201-4_26 conf/miccai/2018or db/conf/miccai/or2018.html#BurlinaJNBRA18

Michael J. Pekala Neil Joshi David E. Freund Neil M. Bressler Delia Cabrera DeBuc Philippe M. Burlina Deep Learning based Retinal OCT Segmentation. 2018 abs/1801.09749 CoRR http://arxiv.org/abs/1801.09749 db/journals/corr/corr1801.html#abs-1801-09749

Kapil D. Katyal Katie M. Popek Chris Paxton 0001 Joseph L. Moore Kevin C. Wolfe Philippe Burlina Gregory D. Hager Occupancy Map Prediction Using Generative and Fully Convolutional Networks for Vehicle Navigation. 2018 abs/1803.02007 CoRR http://arxiv.org/abs/1803.02007 db/journals/corr/corr1803.html#abs-1803-02007

Philippe Burlina Katia D. Pacheco Neil Joshi David E. Freund Neil M. Bressler Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis. 80-86 2017 82 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2017.01.018 https://www.wikidata.org/entity/Q45948597 db/journals/cbm/cbm82.html#BurlinaPJFB17

Kapil D. Katyal I-Jeng Wang Philippe Burlina Leveraging Deep Reinforcement Learning for Reaching Robotic Tasks. 490-491 2017 CVPR Workshops https://doi.org/10.1109/CVPRW.2017.71 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2017.71 conf/cvpr/2017w db/conf/cvpr/cvprw2017.html#KatyalWB17 Neil Joshi Seth Billings Erika Schwartz Susan C. Harvey Philippe Burlina Machine Learning Methods for 1D Ultrasound Breast Cancer Screening. 711-715 2017 ICMLA https://doi.org/10.1109/ICMLA.2017.00-76 conf/icmla/2017 db/conf/icmla/icmla2017.html#JoshiBSHB17 Arnaldo Horta Neil Joshi Michael J. Pekala Katia D. Pacheco Jun Kong Neil M. Bressler David E. Freund Philippe Burlina A Hybrid Approach for Incorporating Deep Visual Features and Side Channel Information with Applications to AMD Detection. 716-720 2017 ICMLA https://doi.org/10.1109/ICMLA.2017.00-75 conf/icmla/2017 db/conf/icmla/icmla2017.html#HortaJPPKBFB17 Jared Markowitz Aurora C. Schmidt Philippe M. Burlina I-Jeng Wang Hierarchical zero-shot classification with convolutional neural network features and semantic attribute learning. 194-197 2017 MVA https://doi.org/10.23919/MVA.2017.7986834 conf/mva/2017 db/conf/mva/mva2017.html#MarkowitzSBW17

Jared Markowitz Aurora C. Schmidt Philippe M. Burlina I-Jeng Wang Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning. 2017 abs/1712.03151 CoRR http://arxiv.org/abs/1712.03151 db/journals/corr/corr1712.html#abs-1712-03151

Derek M. Rollend Paul E. Rosendall Seth Billings Philippe Burlina Kevin C. Wolfe Kapil D. Katyal Face Detection and Object Recognition for a Retinal Prosthesis. 303-313 2016 ACCV Workshops (1) https://doi.org/10.1007/978-3-319-54407-6_20 conf/accv/2016-w1 db/conf/accv/accv2016-w1.html#RollendRBBWK16 Derek M. Rollend Paul E. Rosendall Kevin C. Wolfe Dean M. Kleissas Seth Billings Jonathan M. Oben John B. Helder Francesco Tenore Philippe M. Burlina Arup Roy Robert J. Greenberg Kapil D. Katyal Embedded clutter reduction and face detection algorithms for a visual prosthesis. 411-414 2016 EMBC https://doi.org/10.1109/EMBC.2016.7590727 https://www.wikidata.org/entity/Q47947126 conf/embc/2016 db/conf/embc/embc2016.html#RollendRWKBOHTB16 Seth Billings Jemima Albayda Philippe Burlina Ultrasound image analysis for myopathy detection. 1461-1465 2016 ICPR https://doi.org/10.1109/ICPR.2016.7899843 conf/icpr/2016 db/conf/icpr/icpr2016.html#BillingsAB16 Philippe Burlina MRCNN: A stateful Fast R-CNN. 3518-3523 2016 ICPR https://doi.org/10.1109/ICPR.2016.7900179 conf/icpr/2016 db/conf/icpr/icpr2016.html#Burlina16 Philippe Burlina David E. Freund Neil Joshi Y. Wolfson Neil M. Bressler Detection of age-related macular degeneration via deep learning. 184-188 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493240 conf/isbi/2016 db/conf/isbi/isbi2016.html#BurlinaFJWB16

Saurabh Vyas Jon Meyerle Philippe Burlina Non-invasive estimation of skin thickness from hyperspectral imaging and validation using echography. 173-181 2015 57 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2014.12.010 https://www.wikidata.org/entity/Q41621829 db/journals/cbm/cbm57.html#VyasMB15

Albert K. Feeny Mongkol Tadarati David E. Freund Neil M. Bressler Philippe Burlina Automated segmentation of geographic atrophy of the retinal epithelium via random forests in AREDS color fundus images. 124-136 2015 65 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2015.06.018 https://www.wikidata.org/entity/Q36348003 db/journals/cbm/cbm65.html#FeenyTFBB15

Purnima Rajan Philippe Burlina M. Chen D. Edell Bruno Jedynak N. Mehta Ayushi Sinha Gregory D. Hager Autonomous on-board Near Earth Object detection. 1-10 2015 AIPR https://doi.org/10.1109/AIPR.2015.7444551 https://doi.ieeecomputersociety.org/10.1109/AIPR.2015.7444551 conf/aipr/2015 db/conf/aipr/aipr2015.html#RajanBCEJMSH15 Philippe M. Burlina Aurora C. Schmidt I-Jeng Wang Zero Shot Deep Learning from Semantic Attributes. 871-876 2015 ICMLA https://doi.org/10.1109/ICMLA.2015.140 conf/icmla/2015 db/conf/icmla/icmla2015.html#BurlinaSW15 Saurabh Vyas James S. Gammie Philippe Burlina Computing Cardiac Strain from Variational Optical Flow in Four-Dimensional Echocardiography. 149-152 2014 CBMS https://doi.org/10.1109/CBMS.2014.144 https://doi.ieeecomputersociety.org/10.1109/CBMS.2014.144 conf/cbms/2014 db/conf/cbms/cbms2014.html#VyasGB14 Saurabh Vyas Jon Meyerle Philippe Burlina Cross validating hyperspectral with Ultrasound-based skin thickness estimation. 1-4 2014 WHISPERS https://doi.org/10.1109/WHISPERS.2014.8077565 conf/whispers/2014 db/conf/whispers/whispers2014.html#VyasMB14

Chad Sprouse Ryan Mukherjee Philippe Burlina Mitral Valve Closure Prediction With 3-D Personalized Anatomical Models and Anisotropic Hyperelastic Tissue Assumptions. 3238-3247 2013 60 IEEE Trans. Biomed. Eng. 11 https://doi.org/10.1109/TBME.2013.2272075 https://www.wikidata.org/entity/Q45836812 db/journals/tbe/tbe60.html#SprouseMB13

Saurabh Vyas Amit Banerjee Philippe Burlina Machine learning methods for in vivo skin parameter estimation. 524-525 2013 CBMS https://doi.org/10.1109/CBMS.2013.6627860 https://doi.ieeecomputersociety.org/10.1109/CBMS.2013.6627860 conf/cbms/2013 db/conf/cbms/cbms2013.html#VyasBB13 Saurabh Vyas Ryan Mukherjee Federico Sosa Philippe Burlina Endocardium segmentation in 3D Transesophageal Echocardiography. 57-60 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556411 db/conf/isbi/isbi2013.html#VyasMSB13 Saurabh Vyas Amit Banerjee Luis Garza Sewon Kang Philippe Burlina Hyperspectral signature analysis of skin parameters. 867002 2013 Computer-Aided Diagnosis https://doi.org/10.1117/12.2001428 conf/micad/2013 db/conf/micad/micad2013.html#VyasBGKB13 Nathan Drenkow Philippe Burlina I-Jeng Wang Daniel DeMenthon Craig Carmen A practical test set bound for rank learning. 1-6 2013 MLSP https://doi.org/10.1109/MLSP.2013.6661979 conf/mlsp/2013 db/conf/mlsp/mlsp2013.html#DrenkowBWDC13 Chad Sprouse Ryan Mukherjee Philippe Burlina Valvular closure prediction using anisotropic and hyperelastic tissue models and individualized anatomy derived from RT3DE. 6632-6635 2012 EMBC https://doi.org/10.1109/EMBC.2012.6347515 https://www.wikidata.org/entity/Q51269490 conf/embc/2012 db/conf/embc/embc2012.html#SprouseMB12 Philippe Burlina Ryan Mukherjee Chad Sprouse A personalized mitral valve closure simulator. 6636-6640 2012 EMBC https://doi.org/10.1109/EMBC.2012.6347516 https://www.wikidata.org/entity/Q46615168 conf/embc/2012 db/conf/embc/embc2012.html#BurlinaMS12 Ryan Mukherjee Aurelio Pinheiro James S. Gammie David D. Yuh Theodore Abraham Elliot R. McVeigh Philippe Burlina Dense myocardial motion from 4D ultrasound: Comparative performance evaluation. 278-281 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235538 conf/isbi/2012 db/conf/isbi/isbi2012.html#MukherjeePGYAMB12 Philippe Burlina David E. Freund B. Dupas Neil M. Bressler Automatic screening of age-related macular degeneration and retinal abnormalities. 3962-3966 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6090984 https://www.wikidata.org/entity/Q51446783 conf/embc/2011 db/conf/embc/embc2011.html#BurlinaFDB11 Chad Sprouse Daniel DeMenthon James S. Gammie Philippe Burlina Patient-specific modeling of stress/strain for surgical planning and guidance. 4309-4313 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6091070 https://www.wikidata.org/entity/Q51604256 conf/embc/2011 db/conf/embc/embc2011.html#SprouseDGB11 Philippe Burlina Ryan Mukherjee Radford Juang Chad Sprouse Recovering Endocardial Walls from 3D TEE. 284-293 2011 FIMH https://doi.org/10.1007/978-3-642-21028-0_35 conf/fimh/2011 db/conf/fimh/fimh2011.html#BurlinaMJS11 Radford Juang Elliot R. McVeigh Beatrice Hoffmann David D. Yuh Philippe Burlina Automatic segmentation of the left-ventricular cavity and atrium in 3D ultrasound using graph cuts and the radial symmetry transform. 606-609 2011 ISBI https://doi.org/10.1109/ISBI.2011.5872480 conf/isbi/2011 db/conf/isbi/isbi2011.html#JuangMHYB11 Ryan Mukherjee Chad Sprouse Theodore Abraham Beatrice Hoffmann Elliot R. McVeigh David D. Yuh Philippe Burlina Myocardial motion computation in 4D ultrasound. 1070-1073 2011 ISBI https://doi.org/10.1109/ISBI.2011.5872586 conf/isbi/2011 db/conf/isbi/isbi2011.html#MukherjeeSAHMYB11

Anne Jorstad Daniel DeMenthon I-Jeng Wang Philippe Burlina Distributed Consensus on Camera Pose. 2396-2407 2010 19 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2010.2047167 https://www.wikidata.org/entity/Q51613224 db/journals/tip/tip19.html#JorstadDWB10

Amit Banerjee Philippe Burlina Efficient Particle Filtering via Sparse Kernel Density Estimation. 2480-2490 2010 19 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2010.2047667 https://www.wikidata.org/entity/Q43548706 db/journals/tip/tip19.html#BanerjeeB10

Amit Banerjee Radford Juang Joshua B. Broadwater Philippe Burlina Sparse feature extraction for Support Vector Data Description applications. 4236-4239 2010 conf/igarss/2010 IGARSS https://doi.org/10.1109/IGARSS.2010.5653539 db/conf/igarss/igarss2010.html#BanerjeeJBB10 Philippe Burlina Chad Sprouse Daniel DeMenthon Anne Jorstad Radford Juang Francisco Contijoch Theodore Abraham David D. Yuh Elliot R. McVeigh Patient-Specific Modeling and Analysis of the Mitral Valve Using 3D-TEE. 135-146 2010 IPCAI https://doi.org/10.1007/978-3-642-13711-2_13 conf/ipcai/2010 db/conf/ipcai/ipcai2010.html#BurlinaSDJJCAYM10 Francisco Contijoch Laura Fernandez-de-Manuel Tri Ngo Joshua Stearns Kelly L. Grogan MaryBeth Brady Philippe Burlina Andrés Santos David D. Yuh Daniel A. Herzka María J. Ledesma-Carbayo Elliot R. McVeigh Increasing temporal resolution of 3D transesophageal ultrasound by rigid body registration of sequential, temporally offset sequences. 328-331 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490342 https://www.wikidata.org/entity/Q57555962 conf/isbi/2010 db/conf/isbi/isbi2010.html#ContijochFNSGBBSYHLM10 Radford Juang Philippe Burlina Comparative performance evaluation of GM-PHD filter in clutter. 1195-1202 2009 FUSION https://ieeexplore.ieee.org/document/5203646/ conf/fusion/2009 db/conf/fusion/fusion2009.html#JuangB09 David E. Freund Neil M. Bressler Philippe Burlina Automated Detection of Drusen in the Macula. 61-64 2009 ISBI https://doi.org/10.1109/ISBI.2009.5192983 conf/isbi/2009 db/conf/isbi/isbi2009.html#FreundBB09 Radford Juang Andre Levchenko Philippe Burlina Tracking Cell Motion Using GM-PHD. 1154-1157 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193262 conf/isbi/2009 db/conf/isbi/isbi2009.html#JuangLB09 Amit Banerjee Philippe Burlina Joshua B. Broadwater Hyperspectral video for illumination-invariant tracking. 1-4 2009 WHISPERS https://doi.org/10.1109/WHISPERS.2009.5289103 conf/whispers/2009 db/conf/whispers/whispers2009.html#BanerjeeBB09 Radford Juang Philippe Burlina Amit Banerjee Level set segmentation of hyperspectral images using joint spectral edge and signature information. 1-7 2008 FUSION https://ieeexplore.ieee.org/document/4632446/ conf/fusion/2008 db/conf/fusion/fusion2008.html#JuangBB08 David E. Freund Philippe Burlina Amit Banerjee Characterization of spatial ordering of corneal stroma fibrils. 963-966 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541158 conf/isbi/2008 db/conf/isbi/isbi2008.html#FreundBB08 Amit Banerjee Philippe Burlina Reuven Meth Fast Hyperspectral Anomaly Detection via SVDD. 101-104 2007 ICIP (4) https://doi.org/10.1109/ICIP.2007.4379964 conf/icip/2007 db/conf/icip/icip2007-4.html#BanerjeeBM07 Amit Banerjee Philippe Burlina Joshua B. Broadwater A machine learning approach for finding hyperspectral endmembers. 3817-3820 2007 IGARSS https://doi.org/10.1109/IGARSS.2007.4423675 conf/igarss/2007 db/conf/igarss/igarss2007.html#BanerjeeBB07 Joshua B. Broadwater Rama Chellappa Amit Banerjee Philippe Burlina Kernel fully constrained least squares abundance estimates. 4041-4044 2007 IGARSS https://doi.org/10.1109/IGARSS.2007.4423736 conf/igarss/2007 db/conf/igarss/igarss2007.html#BroadwaterCBB07

Amit Banerjee Philippe Burlina Chris Diehl A support vector method for anomaly detection in hyperspectral imagery. 2282-2291 2006 44 IEEE Trans. Geosci. Remote. Sens. 8 https://doi.org/10.1109/TGRS.2006.873019 db/journals/tgrs/tgrs44.html#BanerjeeBD06

Chandra Shekhar 0002 Sabine Moisan Régis Vincent Philippe Burlina Rama Chellappa Knowledge-based control of vision systems. 667-683 1999 17 Image Vis. Comput. 9 https://doi.org/10.1016/S0262-8856(98)00137-1 db/journals/ivc/ivc17.html#ShekharMVBC99

Fady Alajaji Saud A. Al-Semari Philippe Burlina Visual communication via trellis coding and transmission energy allocation. 1722-1728 1999 47 IEEE Trans. Commun. 11 https://doi.org/10.1109/26.803507 db/journals/tcom/tcom47.html#AlajajiAB99

Amit Banerjee Philippe Burlina Fady Alajaji Image segmentation and labeling using the Polya urn model. 1243-1253 1999 8 IEEE Trans. Image Process. 9 https://doi.org/10.1109/83.784436 https://www.wikidata.org/entity/Q53549625 db/journals/tip/tip8.html#BanerjeeBA99

Amit Banerjee Philippe Burlina Rama Chellappa Adaptive target detection in foliage-penetrating SAR images using alpha-stable models. 1823-1831 1999 8 IEEE Trans. Image Process. 12 https://doi.org/10.1109/83.806628 https://www.wikidata.org/entity/Q47919551 db/journals/tip/tip8.html#BanerjeeBC99

A. N. Rajagopalan 0001 Philippe Burlina Rama Chellappa Higher Order Statistical Learning for Vehicle Detection in Images. 1204-1209 1999 conf/iccv/1999 ICCV https://doi.org/10.1109/ICCV.1999.790417 https://doi.ieeecomputersociety.org/10.1109/ICCV.1999.790417 db/conf/iccv/iccv1999.html#RajagopalanBC99 Chiraz BenAbdelkader Philippe Burlina Larry S. Davis Single Camera Multiplexing for Multi-Target Tracking. 1140-1143 1999 conf/iciap/1999 ICIAP https://doi.org/10.1109/ICIAP.1999.797756 https://doi.ieeecomputersociety.org/10.1109/ICIAP.1999.797756 db/conf/iciap/iciap1999.html#BenAbdelkaderBD99 A. N. Rajagopalan 0001 Philippe Burlina Rama Chellappa Detection of people in images. 2747-2752 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.833514 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#RajagopalanBC99

Philippe Burlina Rama Chellappa Temporal Analysis of Motion in Video Sequences through Predictive Operators. 175-192 1998 28 Int. J. Comput. Vis. 2 https://doi.org/10.1023/A:1008067101494 db/journals/ijcv/ijcv28.html#BurlinaC98

Philippe Burlina Fady Alajaji An error resilient scheme for image transmission over noisy channels with memory. 593-600 1998 7 IEEE Trans. Image Process. 4 https://doi.org/10.1109/83.663507 https://www.wikidata.org/entity/Q51967072 db/journals/tip/tip7.html#BurlinaA98

Amit Banerjee Philippe Burlina Fady Alajaji Contagion-Based Image Segmentation and Labeling. 255-260 1998 conf/iccv/1998 ICCV db/conf/iccv/iccv1998.html#BanerjeeBA98 https://doi.org/10.1109/ICCV.1998.710727 https://doi.ieeecomputersociety.org/10.1109/ICCV.1998.710727 Amit Banerjee Philippe Burlina Rama Chellappa Rohit Kapoor Frequency Dependence of ATD Performance in Foliage-Penetrating SAR Images. 578-582 1998 conf/icip/1998 ICIP (1) db/conf/icip/icip1998-1.html#BanerjeeBCK98 https://doi.org/10.1109/ICIP.1998.723568 https://doi.ieeecomputersociety.org/10.1109/ICIP.1998.723568 Gamze D. Cetintemel Philippe Burlina On-the-Fly Snake Construction from Video. 638-642 1998 conf/icip/1998 ICIP (3) db/conf/icip/icip1998-3.html#CetintemelB98 Chandra Shekhar 0002 Sabine Moisan Régis Vincent Philippe Burlina Rama Chellappa Use of Knowledge-Based Control for Vision Systems. 427-436 1998 conf/ieaaie/1998-2 IEA/AIE (Vol. 2) db/conf/ieaaie/ieaaie1998-2.html#ShekharMVBC98 https://doi.org/10.1007/3-540-64574-8_428

Rama Chellappa Qinfen Zheng Philippe Burlina Chandra Shekhar 0002 Kie B. Eom On the positioning of multisensor imagery for exploitation and target recognition. 120-138 1997 85 Proc. IEEE 1 https://doi.org/10.1109/5.554213 db/journals/pieee/pieee85.html#ChellappaZBSE97

Philippe Burlina Rama Chellappa A spectral attentional mechanism tuned to object configurations. 1117-1128 1997 6 IEEE Trans. Image Process. 8 https://doi.org/10.1109/83.605409 https://www.wikidata.org/entity/Q52196763 db/journals/tip/tip6.html#BurlinaC97

Vasu Parameswaran Philippe Burlina Rama Chellappa Performance analysis and learning approaches for vehicle detection and counting in aerial images. 2753-2756 1997 ICASSP https://doi.org/10.1109/ICASSP.1997.595359 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1997.595359 conf/icassp/1997 db/conf/icassp/icassp1997.html#ParameswaranBC97 Carlos Morimoto Philippe Burlina Rama Chellappa Video Coding Using Hybrid Motion Compensation. 89-92 1997 conf/icip/1997 ICIP (1) https://doi.org/10.1109/ICIP.1997.647391 https://doi.ieeecomputersociety.org/10.1109/ICIP.1997.647391 db/conf/icip/icip1997-1.html#MorimotoBC97 Murari Srinivasan Rama Chellappa Philippe Burlina Adaptive source-channel subband video coding for wireless channels. 407-412 1997 MMSP https://doi.org/10.1109/MMSP.1997.602669 conf/mmsp/1997 db/conf/mmsp/mmsp1997.html#SrinivasanCB97

Philippe Burlina Rama Chellappa Analyzing Looming Motion Components From Their Spatiotemporal Spectral Signature. 1029-1033 1996 18 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/34.541412 http://doi.ieeecomputersociety.org/10.1109/34.541412 db/journals/pami/pami18.html#BurlinaC96

Philippe Burlina Bruce Lin Rama Chellappa On a spectral attentional mechanism. 120-127 1996 conf/cvpr/1996 CVPR https://doi.org/10.1109/CVPR.1996.517063 https://doi.ieeecomputersociety.org/10.1109/CVPR.1996.517063 db/conf/cvpr/cvpr1996.html#BurlinaLC96 Xiaopeng Zhang 0006 Philippe Burlina Qinfen Zheng Ramalingam Chellappa Automatic image-to-site model registration. 2164-2167 1996 ICASSP https://doi.org/10.1109/ICASSP.1996.545848 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1996.545848 conf/icassp/1996 db/conf/icassp/icassp1996.html#0006BZC96 Fady Alajaji Philippe Burlina Rama Chellappa MAP decoding of gray-level images over binary channels with memory. 29-32 1996 conf/icip/1996 ICIP (2) https://doi.org/10.1109/ICIP.1996.560593 db/conf/icip/icip1996-2.html#AlajajiBC96 Carlos Morimoto Philippe Burlina Rama Chellappa Yi-Sheng Yao Performance analysis of model-based video coding. 279-282 1996 ICIP (3) https://doi.org/10.1109/ICIP.1996.560484 conf/icip/1996 db/conf/icip/icip1996-3.html#MorimotoBCY96 Fady Alajaji Philippe Burlina Image modeling and restoration through contagion urn schemes. 53-56 1995 conf/icip/1995 ICIP https://doi.org/10.1109/ICIP.1995.537413 https://doi.ieeecomputersociety.org/10.1109/ICIP.1995.537413 db/conf/icip/icip1995-2.html#AlajajiB95 Yi-Sheng Yao Philippe Burlina Rama Chellappa Ting-Hu Wu Electronic image stabilization using multiple visual cues. 191-194 1995 conf/icip/1995 ICIP https://doi.org/10.1109/ICIP.1995.529578 https://doi.ieeecomputersociety.org/10.1109/ICIP.1995.529578 db/conf/icip/icip1995-1.html#YaoBCW95 Philippe Burlina Rama Chellappa Time-to-X: analysis of motion through temporal parameters. 461-468 1994 CVPR https://doi.org/10.1109/CVPR.1994.323867 conf/cvpr/1994 db/conf/cvpr/cvpr1994.html#BurlinaC94 Philippe Burlina Rama Chellappa Spatio-temporal Moments and Generalized Spectral Analysis of Divergent Images for Motion Estimation. 328-332 1994 conf/icip/1994 ICIP (1) db/conf/icip/icip1994-1.html#BurlinaC94 https://doi.org/10.1109/ICIP.1994.413329 https://doi.ieeecomputersociety.org/10.1109/ICIP.1994.413329 Philippe Burlina Daniel DeMenthon Larry S. Davis Probabilistic navigation methods for uncertain and dynamic environments. 312-315 1992 ICPR (1) https://doi.org/10.1109/ICPR.1992.201564 conf/icpr/1992-1 db/conf/icpr/icpr1992-1.html#BurlinaDD92 Philippe Burlina Daniel DeMenthon Larry S. Davis Navigation with uncertainty: reaching a goal in a high collision risk region. 2440-2445 1992 ICRA https://doi.org/10.1109/ROBOT.1992.220099 https://doi.ieeecomputersociety.org/10.1109/ROBOT.1992.220099 conf/icra/1992 db/conf/icra/icra1992.html#BurlinaDD92 Theodore Abraham Saud A. Al-Semari Fady Alajaji Jemima Albayda John N. Aucott Amit Banerjee Valentina Bellemo Chiraz BenAbdelkader Himesh Bhatia Seth BillingsSeth D. Billings MaryBeth Brady Neil M. Bressler Joshua B. Broadwater Yinzhi Cao Craig Carmen Gamze D. Cetintemel Rama ChellappaRamalingam Chellappa M. Chen Francisco Contijoch Larry Davis 0001Larry S. Davis Delia Cabrera DeBuc Daniel DeMenthon Chris Diehl Nathan Drenkow B. Dupas D. Edell Kie B. Eom Albert K. Feeny Neil Fendley Laura Fernandez-de-Manuel Daniella Villegas de Flores Marcia Villegas de Flores David E. Freund James S. Gammie Luis Garza Bahman Gharesifard Neil Zhenqiang GongNeil Gong 0001 Robert J. Greenberg Kelly L. Grogan Adam Gronowski Armin Hadzic Gregory D. Hager Susan C. Harvey John B. Helder Daniel A. Herzka Beatrice Hoffmann Arnaldo Horta Bo Hui 0002 Bruno Jedynak Anne Jorstad Neil JoshiNeil J. Joshi Radford Juang Sewon Kang Rohit Kapoor Kapil D. Katyal Dean KleissasDean M. Kleissas Jun Kong María J. Ledesma-Carbayo Max Lennon Andre Levchenko Bruce Lin T. Y. Alvin Liu Yong Liu 0026 Jared Markowitz Phil A. Mathew Philip Mathew Elliot R. McVeigh N. Mehta Reuven Meth Jon Meyerle Sabine Moisan Joseph L. Moore Carlos Hitoshi MorimotoCarlos Morimoto Ryan Mukherjee Elise Ng Tri Ngo Jonathan M. Oben Onyekachi OdoemeneKachi Odoemene Katia D. Pacheco Vasu Parameswaran William Paul Chris Paxton 0001 Michael J. Pekala Aurelio Pinheiro Katie M. Popek A. N. Rajagopalan 0001 Purnima Rajan Alison W. Rebman Derek M. Rollend Paul E. Rosendall Arup Roy Andrés Santos Aurora C. Schmidt Erika Schwartz Chandra Shekhar 0002 Ayushi Sinha Federico Sosa Chad Sprouse Murari Srinivasan Edward W. Staley Joshua Stearns Mongkol Tadarati Francesco Tenore Daniel S. W. TingDaniel Shu Wei Ting Régis Vincent Saurabh Vyas I-Jeng Wang Kevin C. Wolfe Y. Wolfson Tien Yin Wong Ting-Hu Wu Yuchen Yang 0001 Yi-Sheng Yao Haolin Yuan David D. Yuh Miaomiao Zhang Xiaopeng Zhang 0006 Qinfen Zheng