| 2025 | MICCAI | Voronoi-Based Myocardial Perfusion Region Prediction Enhanced by a Graph Convolutional Network. | Mohamed Ali Srir, Raoul Sall de Chou, Sabrina R. Lynch, Hugues Talbot, Laurent Najman, Matthew Sinclair, Irene E. Vignon-Clementel |
| 2025 | MICCAI | Estimating Bone Mineral Density and Muscle Mass from EOS Low Dose X-Ray Imaging System. | Kazuki Suehara, Yi Gu, Yoshito Otake, Keisuke Uemura, Masashi Okamoto, Kunihiko Tokunaga, Hugues Talbot, Yoshinobu Sato |
| 2024 | HSI | Learning sperm cells part segmentation with class-specific data augmentation. | Marcin Jankowski, Emilia Lewandowska, Hugues Talbot, Daniel Wesierski, Anna Jezierska |
| 2024 | MICCAI | 3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation. | Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Seiji Okada, Nobuhiko Sugano, Hugues Talbot, Yoshinobu Sato |
| 2024 | MICCAI | Enhancing Quantitative Image Synthesis Through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-Ray Image. | Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Seiji Okada, Nobuhiko Sugano, Hugues Talbot, Yoshinobu Sato |
| 2023 | MICCAI | MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume. | Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Yuta Hiasa, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato |
| 2022 | ICIP | Incrementally Semi-Supervised Classification of Arthritis Inflammation on a Clinical Dataset. | Theodore Aouad, Clementina Lopez-Medina, Charlotte Martin-Peltier, Adrien Bordner, Sisi Yang, Anna Molto, Maxime Dougados, Antoine Feydy, Hugues Talbot |
| 2022 | ICIP | Binary Morphological Neural Network. | Theodore Aouad, Hugues Talbot |
| 2022 | ICIP | Coronary Artery Centerline Tracking with the Morphological Skeleton Loss. | Mario Viti, Hugues Talbot, Bassam Abdallah, Etienne Perot, Nicolas Gogin |
| 2022 | MICCAI | Unsupervised Nuclei Segmentation Using Spatial Organization Priors. | Loc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice Andr, Stergios Christodoulidis, Maria Vakalopoulou, Hugues Talbot |
| 2021 | AAAI | Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction. | Charles A. Kantor, Lonard Boussioux, Brice Rauby, Hugues Talbot |
| 2021 | AAAI | Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks. | Charles A. Kantor, Lonard Boussioux, Brice Rauby, Hugues Talbot |
| 2020 | ICIP | CGO: Multiband Astronomical Source Detection With Component-Graphs. | Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret |
| 2020 | ICIP | Does Super-Resolution Improve OCR Performance In The Real World? A Case Study On Images Of Receipts. | Vivien Robert, Hugues Talbot |
| 2019 | ISMM | Atlas-Based Automated Detection of Swim Bladder in Medaka Embryo. | Diane Genest, Marc Lonard, Jean Cousty, Nomie De Croz, Hugues Talbot |
| 2019 | ISMM | Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy. | lodie Puybareau, Edwin Carlinet, Alessandro Benfenati, Hugues Talbot |
| 2019 | ISMM | Self-dual Pattern Spectra for Characterising the Dermal-Epidermal Junction in 3D Reflectance Confocal Microscopy Imaging. | Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot |
| 2018 | ICIP | A Multicore Convex Optimization Algorithm with Applications to Video Restoration. | Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot |
| 2017 | ICIP | Flicker removal and superpixel-based motion tracking for high speed videos. | Ali Kanj, Hugues Talbot, Raoul Rodriguez Luparello |
| 2017 | ISMM | Evaluation of Combinations of Watershed Hierarchies. | Deise Santana Maia, Arnaldo de Albuquerque Arajo, Jean Cousty, Laurent Najman, Benjamin Perret, Hugues Talbot |
| 2017 | ISMM | Morphological Analysis of Brownian Motion for Physical Measurements. | lodie Puybareau, Hugues Talbot, Noha Gaber, Tarik Bourouina |
| 2016 | ACIVS | Automatic Image Splicing Detection Based on Noise Density Analysis in Raw Images. | Thibault Julliand, Vincent Nozick, Hugues Talbot |
| 2016 | ICIP | A variational model for thin structure segmentation based on a directional regularization. | Odysse Merveille, Olivia Miraucourt, Stphanie Salmon, Nicolas Passat, Hugues Talbot |
| 2016 | ICIP | Automating the measurement of physiological parameters: A case study in the image analysis of cilia motion. | lodie Puybareau, Hugues Talbot, Emilie Bequignon, Bruno Louis, Gabriel Pelle, Jean-Franois Papon, Andr Coste, Laurent Najman |
| 2016 | ICPR | Numerical Implementation of the Ambrosio-Tortorelli Functional Using Discrete Calculus and Application to Image Restoration and Inpainting. | Marion Foare, Jacques-Olivier Lachaud, Hugues Talbot |
| 2016 | ICPR | Image restoration and segmentation using the Ambrosio-Tortorelli functional and Discrete Calculus. | Marion Foare, Jacques-Olivier Lachaud, Hugues Talbot |
| 2016 | MICCAI | From Real MRA to Virtual MRA: Towards an Open-Source Framework. | Nicolas Passat, Stphanie Salmon, Jean-Paul Armspach, Benot Naegel, Christophe Prud'homme, Hugues Talbot, Alexandre Fortin, Simon Garnotel, Odysse Merveille, Olivia Miraucourt, Ranine Tarabay, Vincent Chabannes, Alice Dufour, Anna Jezierska, Olivier Baldent, Emmanuel Durand, Laurent Najman, Marcela Szopos, Alexandre Ancel, Joseph Baruthio, Maya Delbany, Sidy Fall, Gwenal Pag, Olivier Gnevaux, Mourad Ismail, P. Loureiro de Sousa, Marc Thiriet, Julien Jomier |
| 2015 | ICIP | Color deflickering for high-speed video in the presence of artificial lighting. | Ali Kanj, Hugues Talbot, Jean-Christophe Pesquet, Raoul Rodriguez Luparello |
| 2015 | ISMM | Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. | lose Grossiord, Benot Naegel, Hugues Talbot, Nicolas Passat, Laurent Najman |
| 2015 | ISMM | Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics. | Odysse Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat |
| 2015 | ISMM | When Convex Analysis Meets Mathematical Morphology on Graphs. | Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot |
| 2015 | ISMM | An Automated Assay for the Evaluation of Mortality in Fish Embryo. | lodie Puybareau, Marc Lonard, Hugues Talbot |
| 2015 | IWDW | Image Noise and Digital Image Forensics. | Thibault Julliand, Vincent Nozick, Hugues Talbot |
| 2014 | ECCV | Tubular Structure Filtering by Ranking Orientation Responses of Path Operators. | Odysse Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat |
| 2014 | ICIP | Selective and robust d-dimensional path operators. | Franois Cokelaer, Mauro Dalla Mura, Hugues Talbot, Jocelyn Chanussot |
| 2014 | ICIP | Image processing for materials characterization: Issues, challenges and opportunities. | Laurent Duval, Maxime Moreaud, Camille Couprie, Dominique Jeulin, Hugues Talbot, Jess Angulo |
| 2014 | ICIP | A non-local chan-vese model for sparse, tubular object segmentation. | Anna Jezierska, Olivia Miraucourt, Hugues Talbot, Stphanie Salmon, Nicolas Passat |
| 2014 | ICIP | Iterative poisson-Gaussian noise parametric estimation for blind image denoising. | Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot, Caroline Chaux |
| 2014 | ICIP | Combining interior tomography reconstruction and spatial regularization. | Lilian Chaves Brandao dos Santos, Emmanuelle Gouillart, Hugues Talbot |
| 2014 | IGARSS | Robust path opening versus path opening for the detection of hedgerows in rural landscapes. | Mathieu Fauvel, Carole Planque, David Sheeren, Mauro Dalla Mura, Franois Cokelaer, J. Chanussov, Hugues Talbot |
| 2013 | ICIP | A majorize-minimize memory gradient algorithm applied to X-ray tomography. | Emilie Chouzenoux, Fiona Zolyniak, Emmanuelle Gouillart, Hugues Talbot |
| 2013 | ICIP | Well-composed images and rigid transformations. | Phuc Ngo, Nicolas Passat, Yukiko Kenmochi, Hugues Talbot |
| 2013 | ICIP | Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology. | T. A. Nguyen, Alice Dufour, Olena Tankyevych, Amir Nakib, Eric Petit, Hugues Talbot, Nicolas Passat |
| 2013 | ISMM | Estimation of Separating Planes between Touching 3D Objects Using Power Watershed. | Clara Jaquet, Edward And, Gioacchino Viggiani, Hugues Talbot |
| 2013 | ISMM | Semi-connections and Hierarchies. | Olena Tankyevych, Hugues Talbot, Nicolas Passat |
| 2013 | PSIVT | Discrete Rigid Transformation Graph Search for 2D Image Registration. | Phuc Ngo, Akihiro Sugimoto, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot |
| 2012 | ICASSP | A primal-dual proximal splitting approach for restoring data corrupted with poisson-gaussian noise. | Anna Jezierska, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot |
| 2012 | ICIP | A hybrid algorithm for automatic heart segmentation in ct angiography. | Imen Melki, Hugues Talbot, Jean Cousty, Cline Pruvot, Jrme F. Knoplioch, Laurent Launay, Laurent Najman |
| 2012 | IWCIA | Combinatorial Properties of 2D Discrete Rigid Transformations under Pixel-Invariance Constraints. | Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot |
| 2012 | MICCAI | Curvilinear Structure Enhancement with the Polygonal Path Image - Application to Guide-Wire Segmentation in X-Ray Fluoroscopy. | Vincent Bismuth, Rgis Vaillant, Hugues Talbot, Laurent Najman |
| 2011 | ICASSP | Dual constrained TV-based regularization. | Camille Couprie, Hugues Talbot, Jean-Christophe Pesquet, Laurent Najman, Leo J. Grady |
| 2011 | ICIP | A Memory Gradient algorithm for ℓ2 - ℓ0 regularization with applications to image restoration. | Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot, Anna Jezierska |
| 2011 | ISMM | Surface Reconstruction Using Power Watershed. | Camille Couprie, Xavier Bresson, Laurent Najman, Hugues Talbot, Leo J. Grady |
| 2010 | CVPR | The phase only transform for unsupervised surface defect detection. | Dror Aiger, Hugues Talbot |
| 2010 | ICCVG | Outer Surface Reconstruction for 3D Fractured Objects. | Anatoly Kornev, Laurent Babout, Marcin Janaszewski, Hugues Talbot |
| 2010 | ICIP | Anisotropic diffusion using power watersheds. | Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot |
| 2010 | ICIP | Image quantization under spatial smoothness constraints. | Anna Jezierska, Caroline Chaux, Hugues Talbot, Jean-Christophe Pesquet |
| 2010 | ICPR | Efficiently Computing Optimal Consensus of Digital Line Fitting. | Yukiko Kenmochi, Lilian Buzer, Hugues Talbot |
| 2009 | ICCV | Power watersheds: A new image segmentation framework extending graph cuts, random walker and optimal spanning forest. | Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot |
| 2009 | ICIP | Efficient Poisson denoising for photography. | Hugues Talbot, Harold Phelippeau, Mohamed Akil, Stefan Bara |
| 2009 | ICIP | Direction-adaptive grey-level morphology. application to 3D vascular brain imaging. | Olena Tankyevych, Hugues Talbot, Petr Dokldal, Nicolas Passat |
| 2009 | ICIP | Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images. | Silvia Valero, Jocelyn Chanussot, Jn Atli Benediktsson, Hugues Talbot, Bjrn Waske |
| 2009 | ISMM | Spatially-Variant Morpho-Hessian Filter: Efficient Implementation and Application. | Olena Tankyevych, Hugues Talbot, Petr Dokldal, Nicolas Passat |
| 2009 | IWCIA | Optimal Consensus Set for Digital Line Fitting. | Rita Zrour, Yukiko Kenmochi, Hugues Talbot, Lilian Buzer, Yskandar Hamam, Ikuko Shimizu, Akihiro Sugimoto |
| 2007 | ISMM | Robust 3D segmentation of composite materials fibres. | Nicolas Combaret, Hugues Talbot |
| 2007 | ISMM | Segmentation of 3D nano-scale polystyrene balls. | Olena Tankyevych, Laszlo Marak, Hugues Talbot, Petr Dokldal |
| 2005 | ISMM | Efficient Path Openings and Closings. | Ben Appleton, Hugues Talbot |
| 2004 | ICIP | Path-based morphological openings. | Henk J. A. M. Heijmans, Michael Buckley, Hugues Talbot |
| 2003 | DICTA | Globally Optimal Surfaces by Continuous Maximal Flows. | Ben Appleton, Hugues Talbot |
| 2003 | DICTA | Segmentation by Adaptive Prediction and Region Merging. | Marc Van Droogenbroeck, Hugues Talbot |
| 2000 | ISMM | Motion Segmentation Using Seeded Region Growing. | Richard Beare, Hugues Talbot |
| 2000 | ISMM | Flexible Linear Openings and Closings. | Michael Buckley, Hugues Talbot |
| 1998 | ICPR | Image structure orientation using mathematical morphology. | Pierre Soille, Hugues Talbot |
| 1996 | ISMM | A Morphological Algorithm for Linear Segment Detection. | Hugues Talbot |
| 1993 | VCIP | Fast gray-level morphological transforms with any structuring element. | Christopher Gratin, Hugues Talbot |