Image quantization under spatial smoothness constraints. - Anna Jezierska; Caroline Chaux; Hugues Talbot; Jean-Christophe Pesquet (ICIP, 2010)

A Fast Solver for Truncated-Convex Priors: Quantized-Convex Split Moves. - Anna Jezierska; Hugues Talbot; Olga Veksler; Daniel Wesierski (EMMCVPR, 2011)

An EM approach for Poisson-Gaussian noise modeling. - Anna Jezierska; Caroline Chaux; Jean-Christophe Pesquet; Hugues Talbot (EUSIPCO, 2011)

A Memory Gradient algorithm for ℓ2 - ℓ0 regularization with applications to image restoration. - Emilie Chouzenoux; Jean-Christophe Pesquet; Hugues Talbot; Anna Jezierska (ICIP, 2011)

A Spatial Regularization Approach for Vector Quantization. - Caroline Chaux; Anna Jezierska; Jean-Christophe Pesquet; Hugues Talbot (J. Math. Imaging Vis., 2011)

Fast recursive ensemble convolution of Haar-like features. - Daniel Wesierski; Maher Mkhinini; Patrick Horain; Anna Jezierska (CVPR, 2012)

A primal-dual proximal splitting approach for restoring data corrupted with poisson-gaussian noise. - Anna Jezierska; Emilie Chouzenoux; Jean-Christophe Pesquet; Hugues Talbot (ICASSP, 2012)

Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging. - Anna Jezierska; Hugues Talbot; Caroline Chaux; Jean-Christophe Pesquet; Gilbert Engler (ISBI, 2012)

A proximal approach for signal recovery based on information measures. - Mireille El Gheche; Anna Jezierska; Jean-Christophe Pesquet; Joumana Farah (EUSIPCO, 2013)

A Majorize-Minimize Subspace Approach for ℓ2-ℓ0 Image Regularization. - Emilie Chouzenoux; Anna Jezierska; Jean-Christophe Pesquet; Hugues Talbot (SIAM J. Imaging Sci., 2013)

A non-local chan-vese model for sparse, tubular object segmentation. - Anna Jezierska; Olivia Miraucourt; Hugues Talbot; Stéphanie Salmon; Nicolas Passat (ICIP, 2014)

Iterative poisson-Gaussian noise parametric estimation for blind image denoising. - Anna Jezierska; Jean-Christophe Pesquet; Hugues Talbot; Caroline Chaux (ICIP, 2014)

An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation. - Anna Jezierska; Caroline Chaux; Jean-Christophe Pesquet; Hugues Talbot; Gilbert Engler (IEEE Trans. Signal Process., 2014)

Instrument Tracking with Rigid Part Mixtures Model. - Daniel Wesierski; Grzegorz Wojdyga; Anna Jezierska (CARE@MICCAI, 2015)

A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood. - Emilie Chouzenoux; Anna Jezierska; Jean-Christophe Pesquet; Hugues Talbot (SIAM J. Imaging Sci., 2015)

From Real MRA to Virtual MRA: Towards an Open-Source Framework. - Nicolas Passat; Stéphanie Salmon; Jean-Paul Armspach; Benoît Naegel; Christophe Prud'homme; Hugues Talbot; Alexandre Fortin; Simon Garnotel; Odyssée Merveille; Olivia Miraucourt; Ranine Tarabay; Vincent Chabannes; et al. (MICCAI (3), 2016)

Surgical tool tracking by on-line selection of structural correlation filters. - Daniel Wesierski; Anna Jezierska (EUSIPCO, 2017)

Spatially variant PSF modeling in confocal macroscopy. - Anna Jezierska; Hugues Talbot; Jean-Christophe Pesquet; Gilbert Engler (CoRR, 2017)

Spatially variant PSF modeling in confocal macroscopy. - Anna Jezierska; Hugues Talbot; Jean-Christophe Pesquet (ISBI, 2018)

Proximal primal-dual best approximation algorithm with memory. - Ewa M. Bednarczuk; Anna Jezierska; K. E. Rutkowski (Comput. Optim. Appl., 2018)

Instrument detection and pose estimation with rigid part mixtures model in video-assisted surgeries. - Daniel Wesierski; Anna Jezierska (Medical Image Anal., 2018)

Labeler-hot Detection of EEG Epileptic Transients. - Lukasz Czekaj; Wojciech Ziembla; Pawel Jezierski; Pawel Swiniarski; Anna Kolodziejak; Pawel Ogniewski; Pawel Niedbalski; Anna Jezierska; Daniel Wesierski (EUSIPCO, 2019)

Global Optimization for Recovery of Clipped Signals Corrupted With Poisson-Gaussian Noise. - Arthur Marmin; Anna Jezierska; Marc Castella; Jean-Christophe Pesquet (IEEE Signal Process. Lett., 2020)

Leveraging spatio-temporal features for joint deblurring and segmentation of instruments in dental video microscopy. - Efklidis Katsaros; Anna Jezierska; Daniel Wesierski (HSI, 2021)

Concurrent Video Denoising and Deblurring for Dynamic Scenes. - Efklidis Katsaros; Piotr Kopa Ostrowski; Daniel Wesierski; Anna Jezierska (IEEE Access, 2021)

Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms. - Aleksandra Fraczek; Gabriela Karwowska; Mateusz Miler; Joanna Lis; Anna Jezierska; Magdalena Mazur-Milecka (HSI, 2022)

Multi-task Video Enhancement for Dental Interventions. - Efklidis Katsaros; Piotr Kopa Ostrowski; Krzysztof Wlódarczak; Emilia Lewandowska; Jacek Ruminski; Damian Siupka-Mróz; Lukasz Lassmann; Anna Jezierska; Daniel Wesierski (MICCAI (8), 2022)

BP-EVD: Forward Block-Output Propagation for Efficient Video Denoising. - Piotr Kopa Ostrowski; Efklidis Katsaros; Daniel Wesierski; Anna Jezierska (IEEE Trans. Image Process., 2022)

Ensembling noisy segmentation masks of blurred sperm images. - Emilia Lewandowska; Daniel Wesierski; Magdalena Mazur-Milecka; Joanna Lis; Anna Jezierska (Comput. Biol. Medicine, 2023)

Learning sperm cells part segmentation with class-specific data augmentation. - Marcin Jankowski; Emilia Lewandowska; Hugues Talbot; Daniel Wesierski; Anna Jezierska (HSI, 2024)