Parametric GMM reconstruction for PET imaging from a reduced set of measurements.

Damir Sersic

Tomislav Matulic Damir Sersic Parametric GMM reconstruction for PET imaging from a reduced set of measurements. 110181 2026 238 Signal Process. https://doi.org/10.1016/j.sigpro.2025.110181 db/journals/sigpro/sigpro238.html#MatulicS26

Tomislav Matulic Damir Sersic Parameter-Minimal Neural DE Solvers via Horner Polynomials. 2026 February abs/2602.14737 CoRR https://doi.org/10.48550/arXiv.2602.14737 db/journals/corr/corr2602.html#abs-2602-14737 streams/journals/corr

Tomislav Matulic Damir Sersic Stochastic model for enhanced PET image reconstruction. 106294 2024 94 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106294 https://www.wikidata.org/entity/Q127174814 db/journals/bspc/bspc94.html#MatulicS24

Ivica Kopriva Damir Sersic Subspace Clustering in Wavelet Packets Domain. 2024 abs/2406.03819 CoRR https://doi.org/10.48550/arXiv.2406.03819 db/journals/corr/corr2406.html#abs-2406-03819

Tin Vlasic Tomislav Matulic Damir Sersic Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling. 1875-1894 2023 MIDL https://proceedings.mlr.press/v227/vlas-ic24a.html conf/midl/2023 db/conf/midl/midl2023.html#VlasicMS23

Tin Vlasic Tomislav Matulic Damir Sersic Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling. 2023 abs/2306.04664 CoRR https://doi.org/10.48550/arXiv.2306.04664 db/journals/corr/corr2306.html#abs-2306-04664

Azra Tafro Damir Sersic Ana Sovic Krzic 2D PET Image Reconstruction Using Robust L1 Estimation of the Gaussian Mixture Model. 653-669 2022 33 Informatica 3 https://doi.org/10.15388/22-INFOR482 db/journals/informaticaLT/informaticaLT33.html#TafroSK22

Tin Vlasic Damir Sersic Single-pixel compressive imaging in shift-invariant spaces via exact wavelet frames. 116702 2022 105 Signal Process. Image Commun. https://doi.org/10.1016/j.image.2022.116702 db/journals/spic/spic105.html#VlasicS22

Tin Vlasic Damir Sersic Sampling and Reconstruction of Sparse Signals in Shift-Invariant Spaces: Generalized Shannon's Theorem Meets Compressive Sensing. 438-451 2022 70 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2022.3141009 db/journals/tsp/tsp70.html#VlasicS22

Tin Vlasic Damir Sersic Multilevel Subsampling of Principal Component Projections for Adaptive Compressive Sensing. 29-35 2021 ISPA https://doi.org/10.1109/ISPA52656.2021.9552127 conf/imspa/2021 db/conf/imspa/ispa2021.html#VlasicS21 Tomislav Matulic R. Bagaric Damir Sersic Enhanced reconstruction for PET scanner with a narrow field of view by using backprojection method. 317-322 2021 MIPRO https://doi.org/10.23919/MIPRO52101.2021.9596922 conf/mipro/2021 db/conf/mipro/mipro2021.html#MatulicBS21

Ivan Ralasic Matea Donlic Damir Sersic Dual Imaging-Can Virtual Be Better Than Real? 40246-40260 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2976870 db/journals/access/access8.html#RalasicDS20

Ivan Ralasic Damir Sersic Sinisa Segvic Perceptual Autoencoder for Compressive Sensing Image Reconstruction. 561-578 2020 31 Informatica 3 https://doi.org/10.15388/20-INFOR421 db/journals/informaticaLT/informaticaLT31.html#RalasicSS20

Tin Vlasic Ivan Ralasic Azra Tafro Damir Sersic Spline-like Chebyshev polynomial model for compressive imaging. 102731 2020 66 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2019.102731 https://www.wikidata.org/entity/Q114829797 db/journals/jvcir/jvcir66.html#VlasicRTS20

Tin Vlasic Damir Sersic Sub-Nyquist Sampling in Shift-Invariant Spaces. 2284-2288 2020 EUSIPCO https://doi.org/10.23919/Eusipco47968.2020.9287712 conf/eusipco/2020 db/conf/eusipco/eusipco2020.html#VlasicS20 K. Sever Tin Vlasic Damir Sersic A Realization of Adaptive Compressive Sensing System. 152-157 2020 MIPRO https://doi.org/10.23919/MIPRO48935.2020.9245389 conf/mipro/2020 db/conf/mipro/mipro2020.html#SeverVS20 Ivan Ralasic Matea Donlic Damir Sersic High-Resolution View Synthesis In Camera-Projector Systems Using Compressive Dual Imaging. 7-12 2020 SSIP https://doi.org/10.1145/3441233.3441236 conf/ssip/2020 db/conf/ssip/ssip2020.html#RalasicDS20

Tin Vlasic Damir Sersic Sampling and Reconstruction of Sparse Signals in Shift-Invariant Spaces: Generalized Shannon's Theorem Meets Compressive Sensing. 2020 abs/2010.15618 CoRR https://arxiv.org/abs/2010.15618 db/journals/corr/corr2010.html#abs-2010-15618

Zeljka Milanovic Nicoletta Saulig Ivan Marasovic Damir Sersic Spectrogram-based assessment of small SNR variations, with application to medical electrodes. 38 2019 2019 EURASIP J. Adv. Signal Process. https://doi.org/10.1186/s13634-019-0634-4 https://www.wikidata.org/entity/Q127324011 db/journals/ejasp/ejasp2019.html#MilanovicSMS19

Ivan Ralasic Damir Sersic Davor Petrinovic Off-the-Shelf Measurement Setup for Compressive Imaging. 502-511 2019 68 IEEE Trans. Instrum. Meas. 2 https://doi.org/10.1109/TIM.2018.2847018 https://www.wikidata.org/entity/Q129483648 db/journals/tim/tim68.html#RalasicSP19

Ivan Ralasic Damir Sersic Real-time Motion Detection in Extremely Subsampled Compressive Sensing Video. 198-203 2019 ICSIPA https://doi.org/10.1109/ICSIPA45851.2019.8977759 conf/icsipa/2019 db/conf/icsipa/icsipa2019.html#RalasicS19 Azra Tafro Damir Sersic Iterative algorithms for Gaussian Mixture Model Estimation in 2D PET Imaging. 93-98 2019 ISPA https://doi.org/10.1109/ISPA.2019.8868570 conf/imspa/2019 db/conf/imspa/ispa2019.html#TafroS19 Tin Vlasic Jelena Ivankovic Azra Tafro Damir Sersic Spline-Like Chebyshev Polynomial Representation for Compressed Sensing. 135-140 2019 ISPA https://doi.org/10.1109/ISPA.2019.8868926 conf/imspa/2019 db/conf/imspa/ispa2019.html#VlasicITS19

Ana Sovic Krzic Damir Sersic L1 minimization using recursive reduction of dimensionality. 119-129 2018 151 Signal Process. https://doi.org/10.1016/j.sigpro.2018.05.002 https://www.wikidata.org/entity/Q56698207 db/journals/sigpro/sigpro151.html#KrzicS18

Ivan Ralasic Azra Tafro Damir Sersic Statistical Compressive Sensing for Efficient Signal Reconstruction and Classification. 44-49 2018 ICFSP https://doi.org/10.1109/ICFSP.2018.8552059 conf/icfsp/2018 db/conf/icfsp/icfsp2018.html#RalasicTS18 Ivan Strizrep Ana Sovic Krzic Damir Sersic Automated classification of Croatian traditional music. 1028-1033 2018 MIPRO https://doi.org/10.23919/MIPRO.2018.8400188 conf/mipro/2018 db/conf/mipro/mipro2018.html#StrizrepKS18 Tomislav Jagust Jasna Cvetkovic-Lay Ana Sovic Krzic Damir Sersic Using Robotics to Foster Creativity in Early Gifted Education. 126-131 2017 RiE https://doi.org/10.1007/978-3-319-62875-2_11 conf/rie/2017 db/conf/rie/rie2017.html#JagustCKS17 Ana Sovic Krzic Matea Donlic Mihaela Pejcinovic Damir Sersic Image sharpness assessment based on local phase coherence and LAD criterion. 1-4 2016 IWSSIP https://doi.org/10.1109/IWSSIP.2016.7502724 conf/iwssip/2016 db/conf/iwssip/iwssip2016.html#KrzicDPS16

Janja Paliska Soldo Ana Sovic Krzic Damir Sersic Fast low-level pattern matching algorithm. 2016 abs/1611.06115 CoRR http://arxiv.org/abs/1611.06115 db/journals/corr/corr1611.html#SoldoKS16

Ana Sovic Damir Sersic Efficient Least Absolute Deviation Adaptive Wavelet Filter Bank. 3631-3642 2014 62 IEEE Trans. Signal Process. 14 https://doi.org/10.1109/TSP.2014.2328978 db/journals/tsp/tsp62.html#SovicS14

Damir Sersic Ana Sovic Noise robust local phase coherence based method for image sharpness assessment. 236-240 2014 EUSIPCO https://ieeexplore.ieee.org/document/6952026/ conf/eusipco/2014 db/conf/eusipco/eusipco2014.html#SersicS14

Mladen Tomic Damir Sersic Point-Wise Adaptive Wavelet Transform for Signal Denoising. 637-656 2013 24 Informatica 4 http://content.iospress.com/articles/informatica/inf24-4-08 db/journals/informaticaLT/informaticaLT24.html#TomicS13

Damir Sersic Ana Sovic Directional image denoising method based on the relative intersection of confidence intervals rule. 1593-1597 2013 EUROCON https://doi.org/10.1109/EUROCON.2013.6625189 conf/eurocon/2013 db/conf/eurocon/eurocon2013.html#SersicS13 Damir Sersic Ana Sovic A robust separable image denoising based on relative intersection of confidence intervals rule. 89-93 2013 ISPA https://doi.org/10.1109/ISPA.2013.6703720 conf/imspa/2013 db/conf/imspa/ispa2013.html#SersicS13

Mladen Tomic Sven Loncaric Damir Sersic Adaptive spatio-temporal denoising of fluoroscopic X-ray sequences. 173-179 2012 7 Biomed. Signal Process. Control. 2 https://doi.org/10.1016/j.bspc.2011.02.003 db/journals/bspc/bspc7.html#TomicLS12

Mladen Tomic Damir Sersic Adaptive edge-preserving denoising by point-wise wavelet basis selection. 1-7 2012 6 IET Signal Process. 1 https://doi.org/10.1049/iet-spr.2010.0240 db/journals/iet-spr/iet-spr6.html#TomicS12

Ana Sovic Kristina Potocki Damir Sersic Neven Kuspilic Wavelet analysis of hydrological signals on an example of the River Sava. 1042-1047 2012 MIPRO https://ieeexplore.ieee.org/document/6240797/ conf/mipro/2012 db/conf/mipro/mipro2012.html#SovicPSK12 Ana Sovic Damir Sersic Adaptive wavelet image decomposition using LAD criterion. 594-598 2011 EUSIPCO https://ieeexplore.ieee.org/document/7074165/ conf/eusipco/2011 db/conf/eusipco/eusipco2011.html#SovicS11 Damir Sersic Ana Sovic A robust improvement of the ICI rule for signal denoising. 26-31 2011 ISPA http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6046574 conf/imspa/2011 db/conf/imspa/ispa2011.html#SersicS11 Gianni Ramponi Damir Sersic Sven Loncaric Preface. iii 2011 ISPA http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=6046565 conf/imspa/2011 db/conf/imspa/ispa2011.html#RamponiSL11

Miroslav Vrankic Damir Sersic Victor Sucic Adaptive 2-D Wavelet Transform Based on the Lifting Scheme With Preserved Vanishing Moments. 1987-2004 2010 19 IEEE Trans. Image Process. 8 https://doi.org/10.1109/TIP.2010.2045688 https://www.wikidata.org/entity/Q44781571 db/journals/tip/tip19.html#VrankicSS10

Ivica Kopriva Damir Sersic Wavelet packets approach to blind separation of statistically dependent sources. 1642-1655 2008 71 Neurocomputing 7-9 https://doi.org/10.1016/j.neucom.2007.04.002 db/journals/ijon/ijon71.html#KoprivaS08

Ivica Kopriva Damir Sersic Robust Blind Separation of Statistically Dependent Sources using Dual Tree Wavelets. 433-436 2007 ICIP (1) https://doi.org/10.1109/ICIP.2007.4378984 conf/icip/2007 db/conf/icip/icip2007-1.html#KoprivaS07 Miroslav Vrankic Damir Sersic Image denoising based on adaptive quincunx wavelets. 251-254 2004 MMSP https://doi.org/10.1109/MMSP.2004.1436540 conf/mmsp/2004 db/conf/mmsp/mmsp2004.html#VrankicS04 Miroslav Vrankic Damir Sersic Ivan Stajduhar Lossy Image Reconstruction using Adaptive Wavelet Filter Bank. 245-248 2003 conf/sip/2003 SIP http://www.actapress.com/Abstract.aspx?paperId=15700 db/conf/sip/sip2003.html#VrankicSS03 Damir Sersic Miroslav Vrankic 2-D nonseparable wavelet filter bank with adaptive filter parameters. 1-4 2002 EUSIPCO https://ieeexplore.ieee.org/document/7072138/ conf/eusipco/2002 db/conf/eusipco/eusipco2002.html#SersicV02 Damir Sersic A realization of wavelet filter bank with adaptive filter parameters. 1-4 2000 EUSIPCO https://ieeexplore.ieee.org/document/7075393/ conf/eusipco/2000 db/conf/eusipco/eusipco2000.html#Sersic00 Damir Sersic Integer to integer mapping wavelet filter bank with adaptive number of zero moments. 480-483 2000 ICASSP https://doi.org/10.1109/ICASSP.2000.862019 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2000.862019 conf/icassp/2000 db/conf/icassp/icassp2000.html#Sersic00 R. Bagaric Jasna Cvetkovic-Lay Matea Donlic Jelena Ivankovic Tomislav Jagust Ivica Kopriva Neven Kuspilic Sven Loncaric Ivan Marasovic Tomislav Matulic Mihaela Pejcinovic Davor Petrinovic Kristina Potocki Ivan Ralasic Gianni Ramponi Nicoletta Saulig Sinisa Segvic K. Sever Janja Paliska Soldo Ana SovicAna Sovic Krzic Ivan Stajduhar Ivan Strizrep Victor Sucic Azra Tafro Zeljka TomasovicZeljka Milanovic Mladen Tomic Tin Vlasic Miroslav Vrankic