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Hugues Talbot
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- affiliation: CentraleSupélec, Gif sur Yvette, France
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2020 – today
- 2024
- [c112]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: 217-228 - [c111]Marcin Jankowski
, Emilia Lewandowska
, Hugues Talbot
, Daniel Wesierski
, Anna Jezierska
:
Learning sperm cells part segmentation with class-specific data augmentation. HSI 2024: 1-6 - [c110]Yi Gu, Yoshito Otake, Keisuke Uemura
, Masaki Takao, Mazen Soufi, Seiji Okada, Nobuhiko Sugano
, Hugues Talbot, Yoshinobu Sato:
3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation. MICCAI (7) 2024: 3-13 - [c109]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. SASHIMI@MICCAI 2024: 134-145 - [c108]Raoul Sallé de Chou, Matthew Sinclair, Sabrina R. Lynch, Nan Xiao, Laurent Najman, Irene E. Vignon-Clementel, Hugues Talbot:
Finite Volume Informed Graph Neural Network for Myocardial Perfusion Simulation. MIDL 2024: 276-288 - [i13]Theodore Aouad, Hugues Talbot
:
A foundation for exact binarized morphological neural networks. CoRR abs/2401.03830 (2024) - [i12]Younes Belkouchi, Jean-Christophe Pesquet, Audrey Repetti, Hugues Talbot
:
Learning truly monotone operators with applications to nonlinear inverse problems. CoRR abs/2404.00390 (2024) - [i11]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 abs/2407.20495 (2024) - [i10]Yi Gu, Yoshito Otake, Keisuke Uemura
, Masaki Takao, Mazen Soufi, Seiji Okada, Nobuhiko Sugano
, Hugues Talbot, Yoshinobu Sato:
3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation. CoRR abs/2409.16702 (2024) - 2023
- [j48]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: 258-279 (2023) - [j47]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: 102970 (2023) - [c107]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: 497-507 - [i9]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 abs/2305.19920 (2023) - [i8]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 abs/2307.11513 (2023) - [i7]Loïc Le Bescond, Maria Vakalopoulou, Stergios Christodoulidis, Fabrice André, Hugues Talbot
:
On the detection of Out-Of-Distribution samples in Multiple Instance Learning. CoRR abs/2309.05528 (2023) - 2022
- [j46]Feriel Abboud, Marin Stamm, Emilie Chouzenoux, Jean-Christophe Pesquet
, Hugues Talbot
:
Distributed algorithms for scalable proximity operator computation and application to video denoising. Digit. Signal Process. 128: 103610 (2022) - [j45]Nicolas Passat
, Phuc Ngo, Yukiko Kenmochi, Hugues Talbot
:
Homotopic Affine Transformations in the 2D Cartesian Grid. J. Math. Imaging Vis. 64(7): 786-806 (2022) - [c106]Mario Viti, Hugues Talbot
, Bassam Abdallah, Etienne Perot, Nicolas Gogin:
Coronary Artery Centerline Tracking with the Morphological Skeleton Loss. ICIP 2022: 2741-2745 - [c105]Theodore Aouad, Hugues Talbot
:
Binary Morphological Neural Network. ICIP 2022: 3276-3280 - [c104]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: 3351-3355 - [c103]Mario Viti, Hugues Talbot
, Nicolas Gogin:
Transformer Graph Network for Coronary Plaque Localization in CCTA. ISBI 2022: 1-5 - [c102]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: 325-335 - [i6]Theodore Aouad, Hugues Talbot
:
Binary Morphological Neural Network. CoRR abs/2203.12337 (2022) - [i5]Theodore Aouad, Hugues Talbot
:
Binary Multi Channel Morphological Neural Network. CoRR abs/2204.08768 (2022) - 2021
- [j44]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: 156482-156491 (2021) - [j43]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): 2100073 (2021) - [j42]Daniel Martins Antunes, Jacques-Olivier Lachaud
, Hugues Talbot
:
An Elastica-Driven Digital Curve Evolution Model for Image Segmentation. J. Math. Imaging Vis. 63(1): 1-17 (2021) - [j41]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): 56-72 (2021) - [c101]Charles A. Kantor, Léonard Boussioux, Brice Rauby, Hugues Talbot:
Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction. AAAI 2021: 15316-15322 - [c100]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: 15807-15808 - [c99]Daniel Martins Antunes
, Jacques-Olivier Lachaud
, Hugues Talbot
:
A Maximum-Flow Model for Digital Elastica Shape Optimization. DGMM 2021: 429-440 - [e4]Bertrand Kerautret
, Miguel Colom
, Adrien Krähenbühl
, Daniel Lopresti
, Pascal Monasse
, Hugues Talbot
:
Reproducible Research in Pattern Recognition - Third International Workshop, RRPR 2021, Virtual Event, January 11, 2021, Revised Selected Papers. Lecture Notes in Computer Science 12636, Springer 2021, ISBN 978-3-030-76422-7 [contents] - [i4]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 abs/2103.11285 (2021) - 2020
- [j40]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: 17 (2020) - [j39]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): 31-45 (2020) - [j38]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: 307-313 (2020) - [c98]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 - [c97]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: 16-20 - [c96]Vivien Robert, Hugues Talbot
:
Does Super-Resolution Improve OCR Performance In The Real World? A Case Study On Images Of Receipts. ICIP 2020: 548-552
2010 – 2019
- 2019
- [j37]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: 157-168 (2019) - [j36]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): 45-70 (2019) - [j35]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): 946-955 (2019) - [j34]Odyssée Merveille
, Benoît Naegel, Hugues Talbot
, Nicolas Passat
:
nD Variational Restoration of Curvilinear Structures With Prior-Based Directional Regularization. IEEE Trans. Image Process. 28(8): 3848-3859 (2019) - [c95]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: 187-199 - [c94]Daniel Martins Antunes, Jacques-Olivier Lachaud
, Hugues Talbot
:
Digital Curvature Evolution Model for Image Segmentation. DGCI 2019: 15-26 - [c93]Diane Genest, Marc Léonard, Jean Cousty, Noémie De Crozé, Hugues Talbot
:
Atlas-Based Automated Detection of Swim Bladder in Medaka Embryo. ISMM 2019: 496-507 - [c92]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: 508-519 - [c91]Élodie Puybareau, Edwin Carlinet, Alessandro Benfenati, Hugues Talbot
:
Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy. ISMM 2019: 520-531 - [e3]Bertrand Kerautret, Miguel Colom, Daniel Lopresti, Pascal Monasse, Hugues Talbot:
Reproducible Research in Pattern Recognition - Second International Workshop, RRPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11455, Springer 2019, ISBN 978-3-030-23986-2 [contents] - [i3]Diane Genest, Marc Léonard, Jean Cousty, Noémie De Crozé, Hugues Talbot:
Atlas-based automated detection of swim bladder in Medaka embryo. CoRR abs/1902.06130 (2019) - 2018
- [j33]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): 304-317 (2018) - [c90]Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot
:
A Multicore Convex Optimization Algorithm with Applications to Video Restoration. ICIP 2018: 1173-1177 - [c89]Anna Jezierska
, Hugues Talbot
, Jean-Christophe Pesquet:
Spatially variant PSF modeling in confocal macroscopy. ISBI 2018: 489-492 - 2017
- [j32]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: 32-44 (2017) - [j31]Phuc Ngo
, Yukiko Kenmochi, Akihiro Sugimoto, Hugues Talbot
, Nicolas Passat:
Discrete rigid registration: A local graph-search approach. Discret. Appl. Math. 216: 461-481 (2017) - [j30]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: 246-261 (2017) - [c88]Ali Kanj, Hugues Talbot
, Raoul Rodriguez Luparello:
Flicker removal and superpixel-based motion tracking for high speed videos. ICIP 2017: 245-249 - [c87]Éloïse Grossiord, Hugues Talbot
, Nicolas Passat, Michel Meignan, Laurent Najman
:
Automated 3D lymphoma lesion segmentation from PET/CT characteristics. ISBI 2017: 174-178 - [c86]Élodie Puybareau, Hugues Talbot
, Laurent Najman
:
Periodic area-of-motion characterization for bio-medical applications. ISBI 2017: 210-214 - [c85]Julie Robic, Benjamin Perret, Alex Nkengne
, Michel Couprie, Hugues Talbot
:
Classification of the dermal-epidermal junction using in-vivo confocal microscopy. ISBI 2017: 252-255 - [c84]Deise Santana Maia
, Arnaldo de Albuquerque Araújo, Jean Cousty, Laurent Najman
, Benjamin Perret, Hugues Talbot
:
Evaluation of Combinations of Watershed Hierarchies. ISMM 2017: 133-145 - [c83]Élodie Puybareau, Hugues Talbot
, Noha Gaber
, Tarik Bourouina
:
Morphological Analysis of Brownian Motion for Physical Measurements. ISMM 2017: 486-497 - [i2]Anna Jezierska, Hugues Talbot, Jean-Christophe Pesquet, Gilbert Engler:
Spatially variant PSF modeling in confocal macroscopy. CoRR abs/1707.09858 (2017) - 2016
- [j29]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): 213 (2016) - [j28]Thibault Julliand, Hugues Talbot, Vincent Nozick:
Countering Noise-based Splicing Detection Using Noise Density Transfer. J. Digit. Forensics Secur. Law 11(2): 111-122 (2016) - [c82]Thibault Julliand, Vincent Nozick, Hugues Talbot
:
Automatic Image Splicing Detection Based on Noise Density Analysis in Raw Images. ACIVS 2016: 126-134 - [c81]Hugues Talbot
:
Discrete Calculus, Optimisation and Inverse Problems in Imaging. DGCI 2016: 18-27 - [c80]Abderrahim Elmoataz, Francois Lozes, Hugues Talbot
:
Morphological PDEs on graphs for analyzing unorganized data in 3D and higher. GlobalSIP 2016: 361-364 - [c79]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: 1240-1244 - [c78]Odyssée Merveille
, Olivia Miraucourt, Stéphanie Salmon, Nicolas Passat, Hugues Talbot
:
A variational model for thin structure segmentation based on a directional regularization. ICIP 2016: 4324-4328 - [c77]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: 91-103 - [c76]Marion Foare, Jacques-Olivier Lachaud, Hugues Talbot
:
Image restoration and segmentation using the Ambrosio-Tortorelli functional and Discrete Calculus. ICPR 2016: 1418-1423 - [c75]Julie Robic, Alex Nkengne
, Benjamin Perret
, Michel Couprie, Hugues Talbot
:
Automated quantification of the epidermal aging process using in-vivo confocal microscopy. ISBI 2016: 1221-1224 - [c74]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, Gwenaël Pagé, Olivier Génevaux, Mourad Ismail, P. Loureiro de Sousa, Marc Thiriet, Julien Jomier:
From Real MRA to Virtual MRA: Towards an Open-Source Framework. MICCAI (3) 2016: 335-343 - 2015
- [j27]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): 229-237 (2015) - [j26]Phuc Ngo
, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot
:
On 2D constrained discrete rigid transformations. Ann. Math. Artif. Intell. 75(1-2): 163-193 (2015) - [j25]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): 1162-1176 (2015) - [j24]Emilie 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): 2662-2682 (2015) - [c73]Ali Kanj, Hugues Talbot
, Raoul Rodriguez Luparello:
Global image registration and video color correction in presence of illumination variations. DICTAP 2015: 92-95 - [c72]Thibault Julliand, Vincent Nozick, Hugues Talbot
:
Automated image splicing detection from noise estimation in raw images. ICDP 2015: 1-6 - [c71]Ali Kanj, Hugues Talbot
, Jean-Christophe Pesquet, Raoul Rodriguez Luparello:
Color deflickering for high-speed video in the presence of artificial lighting. ICIP 2015: 976-980 - [c70]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: 346-351 - [c69]Élodie Puybareau, Hugues Talbot
, Marc Léonard:
Automated heart rate estimation in fish embryo. IPTA 2015: 379-384 - [c68]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: 528-531 - [c67]Éloïse Grossiord, Hugues Talbot
, Nicolas Passat, Michel Meignan, Pierre Tervé
, Laurent Najman
:
Hierarchies and shape-space for pet image segmentation. ISBI 2015: 1118-1121 - [c66]Élodie Puybareau, Marc Léonard, Hugues Talbot:
An Automated Assay for the Evaluation of Mortality in Fish Embryo. ISMM 2015: 110-121 - [c65]Éloïse Grossiord, Benoît Naegel, Hugues Talbot, Nicolas Passat, Laurent Najman
:
Shape-Based Analysis on Component-Graphs for Multivalued Image Processing. ISMM 2015: 446-457 - [c64]Laurent Najman
, Jean-Christophe Pesquet
, Hugues Talbot:
When Convex Analysis Meets Mathematical Morphology on Graphs. ISMM 2015: 473-484 - [c63]Odyssée Merveille
, Hugues Talbot, Laurent Najman
, Nicolas Passat:
Ranking Orientation Responses of Path Operators: Motivations, Choices and Algorithmics. ISMM 2015: 633-644 - [c62]Thibault Julliand, Vincent Nozick, Hugues Talbot
:
Image Noise and Digital Image Forensics. IWDW 2015: 3-17 - [e2]Jón Atli Benediktsson
, Jocelyn Chanussot, Laurent Najman
, Hugues Talbot:
Mathematical Morphology and Its Applications to Signal and Image Processing - 12th International Symposium, ISMM 2015, Reykjavik, Iceland, May 27-29, 2015. Proceedings. Lecture Notes in Computer Science 9082, Springer 2015, ISBN 978-3-319-18719-8 [contents] - 2014
- [j23]Phuc Ngo
, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot
:
Topology-Preserving Conditions for 2D Digital Images Under Rigid Transformations. J. Math. Imaging Vis. 49(2): 418-433 (2014) - [j22]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: 164-171 (2014) - [j21]Phuc Ngo
, Nicolas Passat, Yukiko Kenmochi, Hugues Talbot
:
Topology-Preserving Rigid Transformation of 2D Digital Images. IEEE Trans. Image Process. 23(2): 885-897 (2014) - [j20]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): 17-30 (2014) - [c61]Yukiko Kenmochi, Phuc Ngo
, Hugues Talbot
, Nicolas Passat:
Efficient Neighbourhood Computing for Discrete Rigid Transformation Graph Search. DGCI 2014: 99-110 - [c60]Odyssée Merveille
, Hugues Talbot
, Laurent Najman
, Nicolas Passat:
Tubular Structure Filtering by Ranking Orientation Responses of Path Operators. ECCV (2) 2014: 203-218 - [c59]Anna Jezierska
, Olivia Miraucourt, Hugues Talbot
, Stéphanie Salmon, Nicolas Passat:
A non-local chan-vese model for sparse, tubular object segmentation. ICIP 2014: 907-911 - [c58]Lilian Chaves Brandao dos Santos, Emmanuelle Gouillart, Hugues Talbot
:
Combining interior tomography reconstruction and spatial regularization. ICIP 2014: 1768-1772 - [c57]Anna Jezierska
, Jean-Christophe Pesquet, Hugues Talbot
, Caroline Chaux:
Iterative poisson-Gaussian noise parametric estimation for blind image denoising. ICIP 2014: 2819-2823 - [c56]François Cokelaer, Mauro Dalla Mura
, Hugues Talbot
, Jocelyn Chanussot:
Selective and robust d-dimensional path operators. ICIP 2014: 4767-4771 - [c55]Laurent Duval
, Maxime Moreaud
, Camille Couprie, Dominique Jeulin, Hugues Talbot
, Jesús Angulo:
Image processing for materials characterization: Issues, challenges and opportunities. ICIP 2014: 4862-4866 - [c54]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: 4910-4913 - [c53]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: 86-94 - [c52]Imen Melki, Cyril Cardon, Nicolas Gogin, Hugues Talbot
, Laurent Najman
:
Learning-based automatic detection of severe coronary stenoses in CT angiographies. Computer-Aided Diagnosis 2014: 903536 - 2013
- [b1]Hugues Talbot:
Oriented patterns in image analysis : From thin objects to flow-based methods. (Etude des Directions en Analyse d'image: Des objets fins aux méthodes à base de flot). University of Paris-Est, France, 2013 - [j19]Phuc Ngo
, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot
:
Combinatorial structure of rigid transformations in 2D digital images. Comput. Vis. Image Underst. 117(4): 393-408 (2013) - [j18]Alice Dufour, Olena Tankyevych
, Benoît Naegel, Hugues Talbot
, Christian Ronse, Joseph Baruthio, Petr Dokládal
, Nicolas Passat:
Filtering and segmentation of 3D angiographic data: Advances based on mathematical morphology. Medical Image Anal. 17(2): 147-164 (2013) - [j17]Emilie Chouzenoux, Anna Jezierska
, Jean-Christophe Pesquet
, Hugues Talbot
:
A Majorize-Minimize Subspace Approach for ℓ2-ℓ0 Image Regularization. SIAM J. Imaging Sci. 6(1): 563-591 (2013) - [j16]Camille Couprie, Leo J. Grady, Laurent Najman
, Jean-Christophe Pesquet
, Hugues Talbot
:
Dual Constrained TV-based Regularization on Graphs. SIAM J. Imaging Sci. 6(3): 1246-1273 (2013) - [c51]Phuc Ngo
, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot
:
Sufficient Conditions for Topological Invariance of 2D Images under Rigid Transformations. DGCI 2013: 155-168 - [c50]Minh Son Phan
, Yukiko Kenmochi, Akihiro Sugimoto, Hugues Talbot
, Eric Andres, Rita Zrour:
Efficient Robust Digital Annulus Fitting with Bounded Error. DGCI 2013: 253-264 - [c49]Emilie Chouzenoux, Fiona Zolyniak, Emmanuelle Gouillart, Hugues Talbot
:
A majorize-minimize memory gradient algorithm applied to X-ray tomography. ICIP 2013: 1011-1015 - [c48]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: 1237-1241 - [c47]Phuc Ngo
, Nicolas Passat, Yukiko Kenmochi, Hugues Talbot
:
Well-composed images and rigid transformations. ICIP 2013: 3035-3039 - [c46]Alice Dufour, Christian Ronse, Joseph Baruthio, Olena Tankyevych
, Hugues Talbot
, Nicolas Passat:
Morphology-based cerebrovascular atlas. ISBI 2013: 1210-1214 - [c45]Olena Tankyevych
, Hugues Talbot
, Nicolas Passat:
Semi-connections and Hierarchies. ISMM 2013: 159-170 - [c44]Clara Jaquet, Edward Andò
, Gioacchino Viggiani, Hugues Talbot
:
Estimation of Separating Planes between Touching 3D Objects Using Power Watershed. ISMM 2013: 452-463 - [c43]Phuc Ngo
, Akihiro Sugimoto, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot
:
Discrete Rigid Transformation Graph Search for 2D Image Registration. PSIVT Workshops 2013: 228-239 - 2012
- [j15]François Cokelaer, Hugues Talbot
, Jocelyn Chanussot:
Efficient Robust d-Dimensional Path Operators. IEEE J. Sel. Top. Signal Process. 6(7): 830-839 (2012) - [c42]Anna Jezierska, Emilie Chouzenoux, Jean-Christophe Pesquet
, Hugues Talbot
:
A primal-dual proximal splitting approach for restoring data corrupted with poisson-gaussian noise. ICASSP 2012: 1085-1088 - [c41]Imen Melki, Hugues Talbot
, Jean Cousty, Céline Pruvot, Jérôme F. Knoplioch, Laurent Launay, Laurent Najman
:
A hybrid algorithm for automatic heart segmentation in ct angiography. ICIP 2012: 2013-2016 - [c40]Anna Jezierska
, Hugues Talbot
, Caroline Chaux, Jean-Christophe Pesquet, Gilbert Engler:
Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging. ISBI 2012: 1663-1666 - [c39]Phuc Ngo
, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot
:
Combinatorial Properties of 2D Discrete Rigid Transformations under Pixel-Invariance Constraints. IWCIA 2012: 234-248 - [c38]Vincent Bismuth, Régis Vaillant, Hugues Talbot
, Laurent Najman
:
Curvilinear Structure Enhancement with the Polygonal Path Image - Application to Guide-Wire Segmentation in X-Ray Fluoroscopy. MICCAI (2) 2012: 9-16 - 2011
- [j14]Rita Zrour, Yukiko Kenmochi, Hugues Talbot
, Lilian Buzer, Yskandar Hamam, Ikuko Shimizu
, Akihiro Sugimoto:
Optimal consensus set for digital line and plane fitting. Int. J. Imaging Syst. Technol. 21(1): 45-57 (2011) - [j13]Caroline Chaux, Anna Jezierska
, Jean-Christophe Pesquet, Hugues Talbot
:
A Spatial Regularization Approach for Vector Quantization. J. Math. Imaging Vis. 41(1-2): 23-38 (2011) - [j12]Camille Couprie, Leo J. Grady, Laurent Najman
, Hugues Talbot
:
Power Watershed: A Unifying Graph-Based Optimization Framework. IEEE Trans. Pattern Anal. Mach. Intell. 33(7): 1384-1399 (2011) - [j11]John Chaussard, Michel Couprie, Hugues Talbot
:
Robust skeletonization using the discrete λ-medial axis. Pattern Recognit. Lett. 32(9): 1384-1394 (2011) - [j10]Camille Couprie, Leo J. Grady, Hugues Talbot
, Laurent Najman
:
Combinatorial Continuous Maximum Flow. SIAM J. Imaging Sci. 4(3): 905-930 (2011) - [c37]Dror Aiger, Yukiko Kenmochi, Hugues Talbot
, Lilian Buzer:
Efficient Robust Digital Hyperplane Fitting with Bounded Error. DGCI 2011: 223-234 - [c36]Anna Jezierska
, Hugues Talbot
, Olga Veksler, Daniel Wesierski
:
A Fast Solver for Truncated-Convex Priors: Quantized-Convex Split Moves. EMMCVPR 2011: 45-58 - [c35]Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot:
An EM approach for Poisson-Gaussian noise modeling. EUSIPCO 2011: 2244-2248 - [c34]Camille Couprie, Hugues Talbot
, Jean-Christophe Pesquet
, Laurent Najman
, Leo J. Grady:
Dual constrained TV-based regularization. ICASSP 2011: 945-948 - [c33]Emilie Chouzenoux, Jean-Christophe Pesquet
, Hugues Talbot
, Anna Jezierska
:
A Memory Gradient algorithm for ℓ2 - ℓ0 regularization with applications to image restoration. ICIP 2011: 2717-2720 - [c32]Camille Couprie, Xavier Bresson, Laurent Najman
, Hugues Talbot
, Leo J. Grady:
Surface Reconstruction Using Power Watershed. ISMM 2011: 381-392 - [c31]Manuel Jorge Cardoso
, Matthew J. Clarkson
, Marc Modat
, Hugues Talbot
, Michel Couprie, Sébastien Ourselin
:
Topologically correct cortical segmentation using Khalimsky's cubic complex framework. Image Processing 2011: 79620P - 2010
- [j9]Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson
, Hugues Talbot
, Björn Waske
:
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images. Pattern Recognit. Lett. 31(10): 1120-1127 (2010) - [c30]Dror Aiger, Hugues Talbot
:
The phase only transform for unsupervised surface defect detection. CVPR 2010: 295-302 - [c29]Anatoly Kornev, Laurent Babout
, Marcin Janaszewski, Hugues Talbot
:
Outer Surface Reconstruction for 3D Fractured Objects. ICCVG (2) 2010: 57-64 - [c28]Camille Couprie, Leo J. Grady, Laurent Najman
, Hugues Talbot
:
Anisotropic diffusion using power watersheds. ICIP 2010: 4153-4156 - [c27]Anna Jezierska
, Caroline Chaux, Hugues Talbot
, Jean-Christophe Pesquet
:
Image quantization under spatial smoothness constraints. ICIP 2010: 4297-4300 - [c26]Yukiko Kenmochi, Lilian Buzer, Hugues Talbot
:
Efficiently Computing Optimal Consensus of Digital Line Fitting. ICPR 2010: 1064-1067 - [i1]Camille Couprie, Leo J. Grady, Hugues Talbot, Laurent Najman
:
Combinatorial Continuous Maximal Flows. CoRR abs/1010.2733 (2010)
2000 – 2009
- 2009
- [c25]John Chaussard, Michel Couprie, Hugues Talbot
:
A Discrete lambda-Medial Axis. DGCI 2009: 421-433 - [c24]Camille Couprie, Leo J. Grady, Laurent Najman
, Hugues Talbot
:
Power watersheds: A new image segmentation framework extending graph cuts, random walker and optimal spanning forest. ICCV 2009: 731-738 - [c23]Rita Zrour, Yukiko Kenmochi, Hugues Talbot
, Lilian Buzer, Yskandar Hamam, Ikuko Shimizu
, Akihiro Sugimoto:
Optimal consensus set for digital plane fitting. ICCV Workshops 2009: 1817-1824 - [c22]Olena Tankyevych
, Hugues Talbot
, Petr Dokládal
, Nicolas Passat:
Direction-adaptive grey-level morphology. application to 3D vascular brain imaging. ICIP 2009: 2261-2264 - [c21]Silvia Valero, Jocelyn Chanussot, Jón Atli Benediktsson
, Hugues Talbot
, Björn Waske:
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images. ICIP 2009: 3725-3728 - [c20]Hugues Talbot
, Harold Phelippeau, Mohamed Akil
, Stefan Bara:
Efficient Poisson denoising for photography. ICIP 2009: 3881-3884 - [c19]Olena Tankyevych
, Hugues Talbot
, Petr Dokládal
, Nicolas Passat:
Spatially-Variant Morpho-Hessian Filter: Efficient Implementation and Application. ISMM 2009: 137-148 - [c18]Rita Zrour, Yukiko Kenmochi, Hugues Talbot, Lilian Buzer, Yskandar Hamam, Ikuko Shimizu, Akihiro Sugimoto:
Optimal Consensus Set for Digital Line Fitting. IWCIA Special Track on Applications 2009: 93-105 - [c17]Harold Phelippeau, Mohamed Akil
, Breno Dias Rodrigues, Hugues Talbot
, Stefan Bara:
Bayer bilateral denoising on TriMedia3270. Real-Time Image and Video Processing 2009: 72440A - 2008
- [c16]Marie-Charlotte Poilpré, Patrick Perrot, Hugues Talbot
:
Image tampering detection using Bayer interpolation and JPEG compression. e-Forensics 2008: 17 - [c15]Olena Tankyevych
, Hugues Talbot
, Petr Dokládal
:
Curvilinear morpho-Hessian filter. ISBI 2008: 1011-1014 - 2007
- [j8]Hugues Talbot
, Ben Appleton:
Efficient complete and incomplete path openings and closings. Image Vis. Comput. 25(4): 416-425 (2007) - [c14]Nicolas Combaret, Hugues Talbot:
Robust 3D segmentation of composite materials fibres. ISMM (2) 2007: 25-26 - [c13]Olena Tankyevych, Laszlo Marak, Hugues Talbot, Petr Dokládal:
Segmentation of 3D nano-scale polystyrene balls. ISMM (2) 2007: 37-38 - 2006
- [j7]Ben Appleton, Hugues Talbot
:
Globally Minimal Surfaces by Continuous Maximal Flows. IEEE Trans. Pattern Anal. Mach. Intell. 28(1): 106-118 (2006) - [c12]Hugues Talbot
:
Elliptical Distance Transforms and Applications. DGCI 2006: 320-330 - 2005
- [j6]Henk J. A. M. Heijmans, Michael Buckley, Hugues Talbot
:
Path Openings and Closings. J. Math. Imaging Vis. 22(2-3): 107-119 (2005) - [j5]Ben Appleton, Hugues Talbot
:
Globally Optimal Geodesic Active Contours. J. Math. Imaging Vis. 23(1): 67-86 (2005) - [j4]Ben Appleton, Hugues Talbot
:
Recursive filtering of images with symmetric extension. Signal Process. 85(8): 1546-1556 (2005) - [c11]Ben Appleton, Hugues Talbot:
Efficient Path Openings and Closings. ISMM 2005: 33-42 - 2004
- [c10]Henk J. A. M. Heijmans, Michael Buckley, Hugues Talbot:
Path-based morphological openings. ICIP 2004: 3085-3088 - 2003
- [c9]Marc Van Droogenbroeck, Hugues Talbot:
Segmentation by Adaptive Prediction and Region Merging. DICTA 2003: 561-570 - [c8]Ben Appleton, Hugues Talbot:
Globally Optimal Surfaces by Continuous Maximal Flows. DICTA 2003: 987-996 - [c7]Ben Appleton, Hugues Talbot
:
Efficient and Consistent Recursive Filtering of Images with Reflective Extension. Scale-Space 2003: 699-712 - [e1]Changming Sun, Hugues Talbot, Sébastien Ourselin, Tony Adriaansen:
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, DICTA 2003, 10-12 December 2003, Macquarie University, Sydney, Australia. CSIRO Publishing 2003, ISBN 0-643-09041-X [contents] - 2001
- [j3]Pierre Soille
, Hugues Talbot
:
Directional Morphological Filtering. IEEE Trans. Pattern Anal. Mach. Intell. 23(11): 1313-1329 (2001) - 2000
- [j2]Edmond J. Breen, Ronald Jones, Hugues Talbot
:
Mathematical morphology: A useful set of tools for image analysis. Stat. Comput. 10(2): 105-120 (2000) - [c6]Michael Buckley, Hugues Talbot:
Flexible Linear Openings and Closings. ISMM 2000: 109-118 - [c5]Richard Beare, Hugues Talbot:
Motion Segmentation Using Seeded Region Growing. ISMM 2000: 215-222 - [c4]Zheng Lin, Jesse S. Jin, Hugues Talbot:
Unseeded Region Growing for 3D Image Segmentation. VIP 2000: 31-37
1990 – 1999
- 1998
- [c3]Pierre Soille
, Hugues Talbot:
Image structure orientation using mathematical morphology. ICPR 1998: 1467-1469 - 1996
- [j1]Marc Van Droogenbroeck
, Hugues Talbot
:
Fast computation of morphological operations with arbitrary structuring elements. Pattern Recognit. Lett. 17(14): 1451-1460 (1996) - [c2]Hugues Talbot:
A Morphological Algorithm for Linear Segment Detection. ISMM 1996: 219-226 - 1993
- [c1]Christopher Gratin, Hugues Talbot
:
Fast gray-level morphological transforms with any structuring element. VCIP 1993
Coauthor Index

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