Hugues Talbot

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 68

Top Venues

Publications

Marcin Jankowski, Emilla Lewandowska, Hugues Talbot, Daniel Wesierski, Anna Jezierska
Learning sperm cells part segmentation with class-specific data augmentation. HSI (2024)
Raoul Sallé de Chou, Mohamed Ali Srir, Laurent Najman, Nicolas Passat, Hugues Talbot, Irene E. Vignon-Clementel
Convex Optimization for Binary Tree-Based Transport Networks. DGMM (2024)
Theodore Aouad, Hugues Talbot
A foundation for exact binarized morphological neural networks. CoRR (2024)
Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Seiji Okada, Nobuhiko Sugano, Hugues Talbot, Yoshinobu Sato
Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image. CoRR (2024)
Younes Belkouchi, Jean-Christophe Pesquet, Audrey Repetti, Hugues Talbot
Learning truly monotone operators with applications to nonlinear inverse problems. CoRR (2024)
Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Yuta Hiasa, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume. CoRR (2023)
Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. Medical Image Anal. 90 (2023)
Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, Yuta Hiasa, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume. MICCAI (7) (2023)
Loïc Le Bescond, Maria Vakalopoulou, Stergios Christodoulidis, Fabrice André, Hugues Talbot
On the detection of Out-Of-Distribution samples in Multiple Instance Learning. CoRR (2023)
Bertrand Kerautret, Phuc Ngo, Nicolas Passat, Hugues Talbot, Clara Jaquet
OpenCCO: An Implementation of Constrained Constructive Optimization for Generating 2D and 3D Vascular Trees. Image Process. Line 13 (2023)
Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Yoshinobu Sato
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. CoRR (2023)
Theodore Aouad, Clementina Lopez-Medina, Charlotte Martin-Peltier, Adrien Bordner, Sisi Yang, Anna Molto, Maxime Dougados, Antoine Feydy, Hugues Talbot
Incrementally Semi-Supervised Classification of Arthritis Inflammation on a Clinical Dataset. ICIP (2022)
Nicolas Passat, Phuc Ngo, Yukiko Kenmochi, Hugues Talbot
Homotopic Affine Transformations in the 2D Cartesian Grid. J. Math. Imaging Vis. 64 (7) (2022)
Theodore Aouad, Hugues Talbot
Binary Morphological Neural Network. CoRR (2022)
Mario Viti, Hugues Talbot, Nicolas Gogin
Transformer Graph Network for Coronary Plaque Localization in CCTA. ISBI (2022)
Theodore Aouad, Hugues Talbot
Binary Morphological Neural Network. ICIP (2022)
Theodore Aouad, Hugues Talbot
Binary Multi Channel Morphological Neural Network. CoRR (2022)
Loïc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice André, Stergios Christodoulidis, Maria Vakalopoulou, Hugues Talbot
Unsupervised Nuclei Segmentation Using Spatial Organization Priors. MICCAI (2) (2022)
Mario Viti, Hugues Talbot, Bassam Abdallah, Etienne Perot, Nicolas Gogin
Coronary Artery Centerline Tracking with the Morphological Skeleton Loss. ICIP (2022)
Feriel Abboud, Marin Stamm, Émilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot
Distributed algorithms for scalable proximity operator computation and application to video denoising. Digit. Signal Process. 128 (2022)
Daniel Martins Antunes, Jacques-Olivier Lachaud, Hugues Talbot
An Elastica-Driven Digital Curve Evolution Model for Image Segmentation. J. Math. Imaging Vis. 63 (1) (2021)
Daniel Martins Antunes, Jacques-Olivier Lachaud, Hugues Talbot
A Maximum-Flow Model for Digital Elastica Shape Optimization. DGMM (2021)
Thanh Xuan Nguyen, Giovanni Chierchia, Oleksandra Razim, Reynier F. Peletier, Laurent Najman, Hugues Talbot, Benjamin Perret
Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images. IEEE Access 9 (2021)
Charles A. Kantor, Léonard Boussioux, Brice Rauby, Hugues Talbot
Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks. AAAI (2021)
Charles A. Kantor, Léonard Boussioux, Brice Rauby, Hugues Talbot
Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction. AAAI (2021)
Shaobo Luo, Yuzhi Shi, Lip Ket Chin, Paul Hutchinson, Yi Zhang, Giovanni Chierchia, Hugues Talbot, Xudong Jiang, Tarik Bourouina, Ai Qun Liu
Machine-Learning-Assisted Intelligent Imaging Flow Cytometry: A Review. Adv. Intell. Syst. 3 (11) (2021)
Charles A. Kantor, Marta Skreta, Brice Rauby, Léonard Boussioux, Emmanuel Jehanno, Alexandra Luccioni, David Rolnick, Hugues Talbot
Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification. CoRR (2021)
Alessandro Benfenati, Francesco Bonacci, Tarik Bourouina, Hugues Talbot
Efficient Position Estimation of 3D Fluorescent Spherical Beads in Confocal Microscopy via Poisson Denoising. J. Math. Imaging Vis. 63 (1) (2021)
Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret
CGO: Multiband Astronomical Source Detection With Component-Graphs. ICIP (2020)
Vivien Robert, Hugues Talbot
Does Super-Resolution Improve OCR Performance In The Real World? A Case Study On Images Of Receipts. ICIP (2020)
Théo Estienne, Marvin Lerousseau, Maria Vakalopoulou, Emilie Alvarez Andres, Enzo Battistella, Alexandre Carré, Siddhartha Chandra, Stergios Christodoulidis, Mihir Sahasrabudhe, Roger Sun, Charlotte Robert, Hugues Talbot, Nikos Paragios, Eric Deutsch
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation. Frontiers Comput. Neurosci. 14 (2020)
Charles A. Kantor, Brice Rauby, Léonard Boussioux, Emmanuel Jehanno, André-Philippe Drapeau Picard, Maxim Larrivée, Hugues Talbot
Asymptotic Cross-Entropy Weighting and Guided-Loss in Supervised Hierarchical Setting using Deep Attention Network. AI4SG@AAAI Fall Symposium (2020)
Éloïse Grossiord, Nicolas Passat, Hugues Talbot, Benoît Naegel, Salim Kanoun, Ilan Tal, Pierre Tervé, Soléakhéna Ken, Olivier Casasnovas, Michel Meignan, Laurent Najman
Shaping for PET image analysis. Pattern Recognit. Lett. 131 (2020)
Sylvain Lempereur, Arnim Jenett, Elodie Machado, Ignacio Arganda-Carreras, Matthieu Simion, Pierre Affaticati, Jean-Stéphane Joly, Hugues Talbot
Automated segmentation of thick confocal microscopy 3D images for the measurement of white matter volumes in zebrafish brains. Math. Morphol. Theory Appl. 4 (1) (2020)
Élodie Puybareau, Edwin Carlinet, Alessandro Benfenati, Hugues Talbot
Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy. ISMM (2019)
Diane Genest, Marc Léonard, Jean Cousty, Noémie De Crozé, Hugues Talbot
Atlas-based automated detection of swim bladder in Medaka embryo. CoRR (2019)
Diane Genest, Élodie Puybareau, Marc Léonard, Jean Cousty, Noémie De Crozé, Hugues Talbot
High throughput automated detection of axial malformations in Medaka embryo. Comput. Biol. Medicine 105 (2019)
Odyssée Merveille, Benoît Naegel, Hugues Talbot, Nicolas Passat
D Variational Restoration of Curvilinear Structures With Prior-Based Directional Regularization. IEEE Trans. Image Process. 28 (8) (2019)
Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot
Self-dual Pattern Spectra for Characterising the Dermal-Epidermal Junction in 3D Reflectance Confocal Microscopy Imaging. ISMM (2019)
Nicolas Boutry, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Hugues Talbot, Thierry Géraud
Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures. BrainLes@MICCAI (1) (2019)
Daniel Martins Antunes, Jacques-Olivier Lachaud, Hugues Talbot
Digital Curvature Evolution Model for Image Segmentation. DGCI (2019)
Clara Jaquet, Laurent Najman, Hugues Talbot, Leo J. Grady, Michiel Schaap, Buzzy Spain, Hyun Jin Kim, Irene E. Vignon-Clementel, Charles A. Taylor
Generation of Patient-Specific Cardiac Vascular Networks: A Hybrid Image-Based and Synthetic Geometric Model. IEEE Trans. Biomed. Eng. 66 (4) (2019)
Éloïse Grossiord, Benoît Naegel, Hugues Talbot, Laurent Najman, Nicolas Passat
Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. Math. Morphol. Theory Appl. 3 (1) (2019)
Diane Genest, Marc Léonard, Jean Cousty, Noémie De Crozé, Hugues Talbot
Atlas-Based Automated Detection of Swim Bladder in Medaka Embryo. ISMM (2019)
Feriel Abboud, Émilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot
A Multicore Convex Optimization Algorithm with Applications to Video Restoration. ICIP (2018)
Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat
Curvilinear Structure Analysis by Ranking the Orientation Responses of Path Operators. IEEE Trans. Pattern Anal. Mach. Intell. 40 (2) (2018)
Anna Jezierska, Hugues Talbot, Jean-Christophe Pesquet
Spatially variant PSF modeling in confocal macroscopy. ISBI (2018)
Élodie Puybareau, Hugues Talbot, Laurent Najman
Periodic area-of-motion characterization for bio-medical applications. ISBI (2017)
Élodie Puybareau, Hugues Talbot, Noha Gaber, Tarik Bourouina
Morphological Analysis of Brownian Motion for Physical Measurements. ISMM (2017)
Odyssée Merveille, Benoît Naegel, Hugues Talbot, Laurent Najman, Nicolas Passat
2D Filtering of Curvilinear Structures by Ranking the Orientation Responses of Path Operators (RORPO). Image Process. Line 7 (2017)
Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot
Classification of the dermal-epidermal junction using in-vivo confocal microscopy. ISBI (2017)
Anna Jezierska, Hugues Talbot, Jean-Christophe Pesquet, Gilbert Engler
Spatially variant PSF modeling in confocal macroscopy. CoRR (2017)
Phuc Ngo, Yukiko Kenmochi, Akihiro Sugimoto, Hugues Talbot, Nicolas Passat
Discrete rigid registration: A local graph-search approach. Discret. Appl. Math. 216 (2017)
Élodie Puybareau, Diane Genest, Emilie Barbeau, Marc Léonard, Hugues Talbot
An automated assay for the assessment of cardiac arrest in fish embryo. Comput. Biol. Medicine 81 (2017)
Éloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Laurent Najman
Automated 3D lymphoma lesion segmentation from PET/CT characteristics. ISBI (2017)
Deise Santana Maia, Arnaldo de Albuquerque Araújo, Jean Cousty, Laurent Najman, Benjamin Perret, Hugues Talbot
Evaluation of Combinations of Watershed Hierarchies. ISMM (2017)
Ali Kanj, Hugues Talbot, Raoul Rodriguez Luparello
Flicker removal and superpixel-based motion tracking for high speed videos. ICIP (2017)
Julie Robic, Alex Nkengne, Benjamin Perret, Michel Couprie, Hugues Talbot
Automated quantification of the epidermal aging process using in-vivo confocal microscopy. ISBI (2016)
Abderrahim Elmoataz, Francois Lozes, Hugues Talbot
Morphological PDEs on graphs for analyzing unorganized data in 3D and higher. GlobalSIP (2016)
Marion Foare, Jacques-Olivier Lachaud, Hugues Talbot
Image restoration and segmentation using the Ambrosio-Tortorelli functional and Discrete Calculus. ICPR (2016)
Abderrahim Elmoataz, François Lozes, Hugues Talbot
Morphological PDEs on Graphs for Image Processing on Surfaces and Point Clouds. ISPRS Int. J. Geo Inf. 5 (11) (2016)
Odyssée Merveille, Olivia Miraucourt, Stéphanie Salmon, Nicolas Passat, Hugues Talbot
A variational model for thin structure segmentation based on a directional regularization. ICIP (2016)
Hugues Talbot
Discrete Calculus, Optimisation and Inverse Problems in Imaging. DGCI (2016)
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, Alice Dufour, Anna Jezierska, Olivier Balédent, Emmanuel Durand, Laurent Najman, Marcela Szopos, Alexandre Ancel, Joseph Baruthio, Maya Delbany, Sidy Fall, G. Pagé, Olivier Génevaux, M. Ismail, P. Loureiro de Sousa, Marc Thiriet, Julien Jomier
From Real MRA to Virtual MRA: Towards an Open-Source Framework. MICCAI (3) (2016)
Élodie Puybareau, Hugues Talbot, Emilie Bequignon, Bruno Louis, Gabriel Pelle, Jean-François Papon, André Coste, Laurent Najman
Automating the measurement of physiological parameters: A case study in the image analysis of cilia motion. ICIP (2016)
Thibault Julliand, Vincent Nozick, Hugues Talbot
Automatic Image Splicing Detection Based on Noise Density Analysis in Raw Images. ACIVS (2016)
Thibault Julliand, Hugues Talbot, Vincent Nozick
Countering Noise-based Splicing Detection Using Noise Density Transfer. J. Digit. Forensics Secur. Law 11 (2) (2016)
Marion Foare, Jacques-Olivier Lachaud, Hugues Talbot
Numerical Implementation of the Ambrosio-Tortorelli Functional Using Discrete Calculus and Application to Image Restoration and Inpainting. RRPR@ICPR (2016)
Ali Kanj, Hugues Talbot, Raoul Rodriguez Luparello
Global image registration and video color correction in presence of illumination variations. DICTAP (2015)
Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot
When Convex Analysis Meets Mathematical Morphology on Graphs. ISMM (2015)
Émilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot
A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood. SIAM J. Imaging Sci. 8 (4) (2015)
Élodie Puybareau, Hugues Talbot, Marc Léonard
Automated heart rate estimation in fish embryo. IPTA (2015)
Éloïse Grossiord, Benoît Naegel, Hugues Talbot, Nicolas Passat, Laurent Najman
Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. ISMM (2015)
Thibault Julliand, Vincent Nozick, Hugues Talbot
Image Noise and Digital Image Forensics. IWDW (2015)
Éloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Pierre Tervé, Laurent Najman
Hierarchies and shape-space for pet image segmentation. ISBI (2015)
Thibault Julliand, Vincent Nozick, Hugues Talbot
Automated image splicing detection from noise estimation in raw images. ICDP (2015)
Daniel Khoshnoudirad, Hugues Talbot
A complete characterization of the (m, n)-cubes and combinatorial applications in imaging, vision and discrete geometry. AKCE Int. J. Graphs Comb. 12 (Issues) (2015)
Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat
Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics. ISMM (2015)
Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot
On 2D constrained discrete rigid transformations. Ann. Math. Artif. Intell. 75 (1-2) (2015)
Ali Kanj, Hugues Talbot, Jean-Christophe Pesquet, Raoul Rodriguez Luparello
Color deflickering for high-speed video in the presence of artificial lighting. ICIP (2015)
Francisco Javier Alvarez Padilla, Éloïse Grossiord, Barbara Romaniuk, Benoît Naegel, Camille Kurtz, Hugues Talbot, Laurent Najman, Romain Guillemot, Dimitri Papathanassiou, Nicolas Passat
Multicriteria 3D PET image segmentation. IPTA (2015)
Élodie Puybareau, Hugues Talbot, Gabriel Pelle, Bruno Louis, Jean-François Papon, André Coste, Laurent Najman
A regionalized automated measurement of ciliary beating frequency. ISBI (2015)
Benjamin Perret, Jean Cousty, Olena Tankyevych, Hugues Talbot, Nicolas Passat
Directed Connected Operators: Asymmetric Hierarchies for Image Filtering and Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 37 (6) (2015)
Élodie Puybareau, Marc Léonard, Hugues Talbot
An Automated Assay for the Evaluation of Mortality in Fish Embryo. ISMM (2015)
Olivia Miraucourt, Olivier Génevaux, Marcela Szopos, Marc Thiriet, Hugues Talbot, Stéphanie Salmon, Nicolas Passat
3D CFD in Complex Vascular Systems: A Case Study. ISBMS (2014)
François Cokelaer, Mauro Dalla Mura, Hugues Talbot, Jocelyn Chanussot
Selective and robust d-dimensional path operators. ICIP (2014)
Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot
Topology-Preserving Conditions for 2D Digital Images Under Rigid Transformations. J. Math. Imaging Vis. 49 (2) (2014)
Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot, Gilbert Engler
An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation. IEEE Trans. Signal Process. 62 (1) (2014)
Lilian Chaves Brandao dos Santos, Emmanuelle Gouillart, Hugues Talbot
Combining interior tomography reconstruction and spatial regularization. ICIP (2014)
Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot, Caroline Chaux
Iterative poisson-Gaussian noise parametric estimation for blind image denoising. ICIP (2014)
Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat
Tubular Structure Filtering by Ranking Orientation Responses of Path Operators. ECCV (2) (2014)
Yukiko Kenmochi, Phuc Ngo, Hugues Talbot, Nicolas Passat
Efficient Neighbourhood Computing for Discrete Rigid Transformation Graph Search. DGCI (2014)
Imen Melki, Cyril Cardon, Nicolas Gogin, Hugues Talbot, Laurent Najman
Learning-based automatic detection of severe coronary stenoses in CT angiographies. Medical Imaging: Computer-Aided Diagnosis (2014)
Anna Jezierska, Olivia Miraucourt, Hugues Talbot, Stéphanie Salmon, Nicolas Passat
A non-local chan-vese model for sparse, tubular object segmentation. ICIP (2014)
Mathieu Fauvel, Carole Planque, David Sheeren, Mauro Dalla Mura, François Cokelaer, J. Chanussov, Hugues Talbot
Robust path opening versus path opening for the detection of hedgerows in rural landscapes. IGARSS (2014)
Laurent Duval, Maxime Moreaud, Camille Couprie, Dominique Jeulin, Hugues Talbot, Jesús Angulo
Image processing for materials characterization: Issues, challenges and opportunities. ICIP (2014)
Eysteinn Már Sigurðsson, Silvia Valero, Jón Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, Einar Stefánsson
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification. Pattern Recognit. Lett. 47 (2014)
Phuc Ngo, Nicolas Passat, Yukiko Kenmochi, Hugues Talbot
Topology-Preserving Rigid Transformation of 2D Digital Images. IEEE Trans. Image Process. 23 (2) (2014)
Émilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot
Image Regularization. SIAM J. Imaging Sci. 6 (1) (2013)
T. A. Nguyen, Alice Dufour, Olena Tankyevych, Amir Nakib, Eric Petit, Hugues Talbot, Nicolas Passat
Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology. ICIP (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hugues Talbot