Hugues Talbot

Laboratoire Centre de Vision Numérique

hugues.talbot [at] centralesupelec.fr

Mots clés :

  • Vision par ordinateur, apprentissage automatique, optimisation

En savoir plus sur Hugues Talbot

Publications :

  • Communication dans un congrès - 126 documents
    • Raoul Sallé de Chou, Matthew Sinclair, Sabrina Lynch, Nan Xiao, Laurent Najman, Irene E Vignon-Clementel, Hugues Talbot. Finite Volume Informed Graph Neural Network for Myocardial Perfusion Simulation, 2024-07-03. (https://inria.hal.science/hal-04828473v1)
    • Raoul Sallé de Chou, Mohamed Ali Srir, Laurent Najman, Nicolas Passat, Hugues Talbot, Irene Vignon-Clementel. Convex optimization for binary tree-based transport networks, 2024. (https://inria.hal.science/hal-04359833v1)
    • Y. Belkouchi, L. Dawi, L. Lawrance, S. Ammari, D. Vasseur, F. Wirth, O. Gautier, Paul-Henry P.-H. Cournède, J. Hadchiti, C. David, F. Bidault, C. Balleyguier, M. Kind, Hugues Talbot, A. Italiano, N. Lassau. 142P Correlating total tumor volume on CT-Scan and liquid biopsy ctDNA in 1017 patients with metastatic cancer: A novel study, 2023-10-20. (https://hal.science/hal-04396382v1)
    • Lama Dawi, Samy Ammari, Younes Belkouchi, Joya Hadchiti, L. Lawrance, F. Wirth, Aline Bertin, S. Morer, N. Billet, Corinne Balleyguier, Paul-Henry Cournede, Hugues Talbot, Nathalie Lassau. 1022MO Predicting overall survival of patients with melanoma and NSCLC treated with immunotherapy using AI combining total tumor volume and tumor heterogeneity on CT-Scans, 2023-10-20. (https://hal.science/hal-04396366v1)
    • 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, 2023-10-08. (https://hal.science/hal-04396407v1)
    • Loïc Le Bescond, Maria Vakalopoulou, Stergios Christodoulidis, Fabrice Andre, Hugues Talbot. On the detection of Out-Of-Distribution samples in Multiple Instance Learning, 2023-10-03. (https://hal.science/hal-04337462v2)
    • Theodore Aouad, Hugues Talbot. A foundation for exact binarized morphological neural networks, 2023-10-02. (https://hal.science/hal-04231040v1)
    • Bertrand Kerautret, Phuc Ngo, Nicolas Passat, Hugues Talbot, Clara Jaquet, Adam Germain. OpenCCO : Une implémentation de l’algorithme CCO pour la construction d’arbres vasculaires 2D et 3D, 2023-06-15. (https://hal.science/hal-04133361v1)
    • Joeri Nicolaes, Evi Tselenti, Théodore Aouad, Clementina López-Medina, Antoine Feydy, Hugues Talbot, Bengt Hoepken, Natasha de Peyrecave, Maxime Dougados. POS0341 PERFORMANCE ANALYSIS OF A DEEP LEARNING ALGORITHM TO DETECT POSITIVE SIJ MRI ACCORDING TO THE ASAS DEFINITION IN AXSPA PATIENTS, 2023-05-31. (https://hal.science/hal-04402690v1)
    • Théodore Aouad, Hugues Talbot. Binary morphological neural network, 2022-10-16. (https://hal.science/hal-03617249v1)
    • Théodore 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, 2022-10-16. (https://hal.science/hal-03830567v1)
    • Loïc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice André, Stergios Christodoulidis, Maria Vakalopoulou, Hugues Talbot. Unsupervised Nuclei Segmentation using Spatial Organization Priors, 2022-09-18. (https://hal.science/hal-03644463v2)
    • Mario Viti, Hugues Talbot, Nicolas Gogin. Transformer graph network for coronary plaque localization in CCTA, 2022-03-28. (https://hal.science/hal-03724891v1)
    • Phuc Ngo, Nicolas Passat, Yukiko Kenmochi, Hugues Talbot. Transformations affines discrètes sous contraintes topologiques et géométriques. Approche d'optimisation sur les complexes cellulaires, 2022. (https://hal.science/hal-03868578v1)
    • Daniel Martins Antunes, Jacques-Olivier Lachaud, Hugues Talbot. A Maximum-Flow Model for Digital Elastica Shape Optimization, 2021-05-24. (https://hal.science/hal-04580405v1)
    • Charles A Kantor, Léonard Boussioux, Brice Rauby, Hugues Talbot. Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction, 2021-02-02. (https://hal.science/hal-03541009v1)
    • 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, 2021-01-07. (https://hal.science/hal-03150686v1)
    • Vivien Robert, Hugues Talbot. Does Super-Resolution Improve OCR Performance in the Real World ? A Case Study on Images of Receipts, 2020-10-25. (https://hal.science/hal-03144925v1)
    • 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, 2020-10-25. (https://hal.science/hal-03132048v1)
    • N. Boutry, J. Chazalon, E. Puybareau, G. Tochon, Hugues Talbot, T. Géraud. Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures, 2019-10-17. (https://hal.science/hal-04580407v1)
    • Élodie Puybareau, Edwin Carlinet, Alessandro Benfenati, Hugues Talbot. Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy, 2019-07-08. (https://hal.science/hal-02426948v1)
    • 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, 2019-07-08. (https://hal.science/hal-02169702v1)
    • Diane Genest, Marc Léonard, Jean Cousty, Noémie de Crozé, Hugues Talbot. Atlas-based automated detection of swim bladder in Medaka embryo, 2019-07-08. (https://hal.science/hal-02019658v1)
    • Daniel Antunes, Jacques-Olivier Lachaud, Hugues Talbot. Digital Curvature Evolution Model for Image Segmentation, 2019-03-25. (https://hal.science/hal-02426946v1)
    • Mario Viti, Hugues Talbot, Bassam Abdallah, Etienne Perot, Nicolas Gogin. Coronary artery centerline tracking with the Morphological Skeleton Loss, 2018-10-16. (https://hal.science/hal-03724882v1)
    • Feriel Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot. A Multicore Convex Optimization Algorithm with Applications to Video Restoration, 2018-10-07. (https://hal.science/hal-01862210v1)
    • Eloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Laurent Najman. Segmentation 3D des lésions du lymphome à partir de descripteurs multimodaux TEP/TDM, 2018. (https://hal.univ-reims.fr/hal-01745773v1)
    • Deise S Maia, Arnaldo de A Araujo, Jean S Cousty, Laurent Najman, Benjamin Perret, Hugues Talbot. Evaluation of combinations of watershed hierarchiesvv, 2017-05-15. (https://hal.science/hal-01552420v1)
    • Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot. Classification of the dermal-epidermal junction using in-vivo confocal microscopy, 2017-04-18. (https://hal.science/hal-01548696v1)
    • Élodie Puybareau, Hugues Talbot, Laurent Najman. Periodic Area-of-Motion characterization for Bio-Medical applications, 2017-04-18. (https://hal.science/hal-01467878v1)
    • Eloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Laurent Najman. Automated 3D lymphoma lesion segmentation from PET/CT characteristics, 2017. (https://hal.science/hal-01616459v1)
    • Odyssée Merveille, Olivia Miraucourt, Stéphanie Salmon, Nicolas Passat, Hugues Talbot. Régularisation directionnelle pour la segmentation de structures curvilignes, 2017. (https://hal.science/hal-01694822v1)
    • Marion Foare, Jacques-Olivier Lachaud, Hugues Talbot. Image restoration and segmentation using the Ambrosio-Tortorelli functional and discrete calculus, 2016-12-04. (https://hal.science/hal-01379993v1)
    • Thibault Julliand, Vincent Nozick, Hugues Talbot. Automatic Image Splicing Detection Based on Noise Density Analysis in Raw Images, 2016-10-24. (https://hal.science/hal-01510074v1)
    • Élodie Puybareau, Hugues Talbot, E Bequignon, B Louis, G Pelle, J.-F Papon, A Coste, Laurent Najman. Automating the measurement of physiological parameters: a case study in the image analysis of cilia motion, 2016-09-26. (https://hal.science/hal-01332942v1)
    • Élodie Puybareau, Emilie Bequignon, Mathieu Bottier, Gabriel Pelle, Bruno Louis, Estelle Escudier, Jean-François Papon, Laurent Najman, Hugues Talbot, André Coste. Towards the in-vivo automated assessment of nasal cilia mobility, 2016-07-03. (https://hal.science/hal-01333003v1)
    • Hugues Talbot. Discrete Calculus, Optimisation and Inverse Problems in Imaging, 2016-04-18. (https://hal.science/hal-01743976v1)
    • Julie Robic, A Nkengne, Benjamin Perret, Michel Couprie, Hugues Talbot. Automated quantification of the epidermal aging process using in-vivo confocal microscopy, 2016-04-13. (https://hal.science/hal-01363469v1)
    • Odyssée Merveille, Olivia Miraucourt, Stéphanie Salmon, Nicolas Passat, Hugues Talbot. A variational model for thin structure segmentation based on a directional regularization, 2016. (https://hal.science/hal-01472645v1)
    • 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, Gwenael Pagé, Olivier Génevaux, Mourad Ismail, Paulo Loureiro de Sousa, Marc Thiriet, Julien Jomier. From real MRA to virtual MRA: Towards an open-source framework, 2016. (https://hal.science/hal-01472890v1)
    • Élodie Puybareau, Hugues Talbot, Marc Léonard. Automated heart rate estimation in fish embryo, 2015-11-10. (https://hal.science/hal-01332927v1)
    • Thibaut Julliand, Vincent Nozick, Hugues Talbot. Image Noise and Digital Image Forensics, 2015-10-07. (https://hal.science/hal-01510076v1)
    • Hugo Talbot, Frederick Roy, Stéphane Cotin. Augmented Reality for Cryoablation Procedures, 2015-08-08. (https://inria.hal.science/hal-01180848v1)
    • Thibaut Julliand, Vincent Nozick, Hugues Talbot. Automated Image Splicing Detection from Noise Estimation in Raw Images, 2015-07-15. (https://hal.science/hal-01510075v1)
    • Hugo Talbot, Stephane Cotin, Reza Razavi, Christopher Rinaldi, Hervé Delingette. Personalization of Cardiac Electrophysiology Model using the Unscented Kalman Filtering, 2015-06-24. (https://inria.hal.science/hal-01195719v1)
    • Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot. When Convex Analysis Meets Mathematical Morphology on Graphs, 2015-05-27. (https://hal.science/hal-01168801v1)
    • Élodie Puybareau, Marc Léonard, Hugues Talbot. An Automated Assay for the Evaluation of Mortality in Fish Embryo, 2015-05-26. (https://hal.science/hal-01154543v1)
    • Hugo Talbot, Nazim Haouchine, Igor Peterlik, Jeremie Dequidt, Christian Duriez, Hervé Delingette, Stephane Cotin. Surgery Training, Planning and Guidance Using the SOFA Framework, 2015-05-04. (https://inria.hal.science/hal-01160297v1)
    • Élodie Puybareau, Hugues Talbot, G Pelle, B Louis, J.-F Papon, A Coste, Laurent Najman. A regionalized automated measurement of ciliary beating frequency, 2015-04-16. (https://hal.science/hal-01154672v1)
    • Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat. Ranking orientation responses of path operators: Motivations, choices and algorithmics, 2015. (https://hal.science/hal-01168732v1)
    • Eloïse Grossiord, Benoît Naegel, Hugues Talbot, Nicolas Passat, Laurent Najman. Shape-based analysis on component-graphs for multivalued image processing, 2015. (https://hal.science/hal-01168812v1)
    • Francisco Javier Alvarez Padilla, Eloïse Grossiord, Barbara Romaniuk, Benoît Naegel, Camille Kurtz, Hugues Talbot, Laurent Najman, Romain Guillemot, Dimitri Papathanassiou, Nicolas Passat. Multicriteria 3D PET image segmentation, 2015. (https://hal.science/hal-01616446v1)
    • Eloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Pierre Tervé, Laurent Najman. Hiérarchies et analyse dans l'espace des formes pour la segmentation des images de tomographie par émission de positons, 2015. (https://hal.univ-reims.fr/hal-01694936v1)
    • Olivia Miraucourt, Anna Jezierska, Hugues Talbot, Stéphanie Salmon, Nicolas Passat. Variational method combined with Frangi vesselness for tubular object segmentation, 2015. (https://hal.univ-reims.fr/hal-01695072v1)
    • Eloïse Grossiord, Hugues Talbot, Nicolas Passat, Michel Meignan, Pierre Tervé, Laurent Najman. Hierarchies and shape-space for PET image segmentation, 2015. (https://hal.science/hal-01169944v1)
    • Élodie Puybareau, Hugues Talbot, Gabriel Pelle, Bruno Louis, Laurent Najman, André Coste. Automatic detection of beating cilia with frequencies estimations, 2014-11-18. (https://hal.science/hal-01332964v1)
    • Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot, Caroline Chaux. Iterative Poisson-Gaussian Noise Parametric Estimation for Blind Image Denoising, 2014-10-27. (https://hal.science/hal-01060081v2)
    • Mathieu Fauvel, Carole Planque, David Sheeren, Mauro Dalla Mura, François Cokelaer, Jocelyn Chanussot, Hugues Talbot. Robust path opening versus path opening for the detection of hedgerows in rural landscapes, 2014-07-14. (https://hal.inrae.fr/hal-02797262v1)
    • Hugo Talbot, Myriam Lekkal, Rémi Béssard-Duparc, Stéphane Cotin. Interactive Planning of Cryotherapy Using Physically-Based Simulation, 2014-02-19. (https://inria.hal.science/hal-00918200v1)
    • Olivia Miraucourt, Olivier Génevaux, Marcela Szopos, Marc Thiriet, Hugues Talbot, Stéphanie Salmon, Nicolas Passat. 3D CFD in complex vascular systems: A case study, 2014. (https://hal.univ-reims.fr/hal-01695067v1)
    • Yukiko Kenmochi, Phuc Ngo, Hugues Talbot, Nicolas Passat. Efficient neighbourhood computing for discrete rigid transformation graph search, 2014. (https://hal.science/hal-01067537v1)
    • Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat. Tubular structure filtering by ranking orientation responses of path operators, 2014. (https://hal.science/hal-00990014v2)
    • Odyssée Merveille, Hugues Talbot, Nicolas Passat. Nouveaux opérateurs morphologiques pour la détection d'objets tubulaires, 2014. (https://hal.science/hal-01700467v1)
    • Anna Jezierska, Olivia Miraucourt, Hugues Talbot, Stéphanie Salmon, Nicolas Passat. A non-local Chan-Vese model for sparse, tubular object segmentation, 2014. (https://hal.univ-reims.fr/hal-01695066v1)
    • Kacper Pluta, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot, Pascal Romon. Topological alterations of 3D digital images under rigid transformations, 2014. (https://hal.science/hal-01333586v1)
    • Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat. Tubular structure filtering by ranking orientation responses of path operators, 2014. (https://hal.univ-reims.fr/hal-01694899v1)
    • Emilie Chouzenoux, Fiona Zolyniak, Emmanuelle Gouillart, Hugues Talbot. A Majorize-Minimize memory gradient algorithm applied to X-ray tomography, 2013-09-15. (https://hal.science/hal-00830052v1)
    • Gioacchino Cinno Viggiani, Edward Andò, Clara Jaquet, Hugues Talbot. Identifying and following particle-to-particle contacts in real granular media: An experimental challenge, 2013-07-08. (https://hal.science/hal-01617216v1)
    • Emilie Chouzenoux, Fiona Zolyniak, Emmanuelle Gouillart, Hugues Talbot. A Majorize-Minimize memory gradient algorithm applied to X-ray tomography, 2013-07-01. (https://hal.science/hal-00797899v1)
    • Clara Jaquet, Edward Andò, Gioacchino Cinno Viggiani, Hugues Talbot. Estimation of Separating Planes between Touching 3D Objects Using Power Watershed, 2013-05-27. (https://hal.science/hal-01617159v1)
    • Minh Phan Son, Yukiko Kenmochi, Akihiro Sugimoto, Hugues Talbot, Eric Andres, Rita Zrour. Efficient Robust Digital Annulus Fitting with Bounded Error, 2013-03-20. (https://hal.science/hal-00827196v1)
    • Yukiko Kenmochi, Phuc Ngo, Nicolas Passat, Hugues Talbot. Digital shapes, digital boundaries and rigid transformations: A topological discussion, 2013. (https://hal.univ-reims.fr/hal-00984287v2)
    • Olena Tankyevych, Hugues Talbot, Nicolas Passat. Semi-connections and hierarchies, 2013. (https://hal.univ-reims.fr/hal-01719130v1)
    • Phuc Ngo, Akihiro Sugimoto, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. Discrete rigid transformation graph search for 2D image registration, 2013. (https://hal.science/hal-00866285v1)
    • Phuc Ngo, Nicolas Passat, Yukiko Kenmochi, Hugues Talbot. Well-composed images and rigid transformations, 2013. (https://hal.science/hal-00779262v2)
    • Alice Dufour, Christian Ronse, Joseph Baruthio, Olena Tankyevych, Hugues Talbot, Nicolas Passat. Morphology-based cerebrovascular atlas, 2013. (https://hal.science/hal-00865887v1)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. Sufficient conditions for topological invariance of 2D images under rigid transformations, 2013. (https://hal.science/hal-00827195v1)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. Préservation topologique des images numériques 2D par transformations rigides, 2013. (https://hal.univ-reims.fr/hal-01694898v1)
    • Tuan-Anh 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, 2013. (https://hal.univ-reims.fr/hal-01719128v1)
    • Hugo Talbot, Christian Duriez, Hadrien Courtecuisse, Jatin Relan, Maxime Sermesant, Stéphane Cotin, Hervé Delingette. Towards Real-Time Computation of Cardiac Electrophysiology for Training Simulator, 2012-10-05. (https://inria.hal.science/hal-00750835v1)
    • Vincent Bismuth, Hugues Talbot, Régis Vaillant, Laurent Najman. Curvilinear structure enhancement with the polygonal path image - Application to guide-wire segmentation in X-ray fluoroscopy., 2012-10-02. (https://hal.science/hal-00741956v1)
    • Imen Melki, Hugues Talbot, Jean Cousty, Céline Pruvot, Jérôme Knoplioch, Laurent Launay, Laurent Najman. A hybrid algorithm for automatic heart segmentation in CT angiography, 2012-09-30. (https://hal.science/hal-00730483v1)
    • Hugo Talbot, Stéphanie Marchesseau, Christian Duriez, Hadrien Courtecuisse, Jatin Relan, Maxime Sermesant, Stéphane Cotin, Hervé Delingette. Interactive Electromechanical Model of the Heart for Patient-Specific Therapy Planning and Training using SOFA, 2012-09-21. (https://inria.hal.science/hal-00751537v1)
    • Imen Melki, Hugues Talbot, Jean Cousty, Laurent Najman, Céline Pruvot, Jérôme Knoplioch, Laurent Launay. A hybrid algorithm for automatic heart delineation in CT angiography, 2012-06-26. (https://hal.science/hal-00730481v1)
    • Anna Jezierska, Hugues Talbot, Caroline Chaux, Jean-Christophe Pesquet, Gilbert Engler. Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging, 2012-05-02. (https://hal.science/hal-00646382v2)
    • Anna Jezierska, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot. A primal-dual proximal splitting approach for restoring data corrupted with Poisson-Gaussian noise, 2012-03-25. (https://hal.science/hal-00687634v1)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. Combinatorial properties of 2D discrete rigid transformations under pixel-invariance constraints, 2012. (https://hal.science/hal-00790693v1)
    • Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot, Anna Jezierska. A memory gradient algorithm for l2-l0 regularization with applications to image restoration, 2011-09-11. (https://hal.science/hal-00687500v1)
    • Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot. An EM approach for Poisson-Gaussian noise modeling, 2011-08-29. (https://hal.science/hal-00733633v1)
    • Anna Jezierska, Hugues Talbot, Olga Veksler, Daniel Wesierski. A fast solver for truncated-convex priors: quantized-convex split moves, 2011-07-25. (https://hal.science/hal-00839049v1)
    • Camille Couprie, Hugues Talbot, Jean-Christophe Pesquet, Laurent Najman, Leo Grady. Dual constrained TV-based regularization, 2011-05-22. (https://hal.science/hal-00744071v1)
    • Dror Aiger, Yukiko Kenmochi, Hugues Talbot, Lilian Buzer. Efficient Robust Digital Hyperplane Fitting with Bounded Error, 2011-04. (https://hal.science/hal-00790712v1)
    • Jorge Cardoso, Matthew J. Clarkson, Marc Modat, Hugues Talbot, Michel Couprie, Sébastien Ourselin. Topologically correct cortical segmentation using Khalimsky's cubic complex framework, 2011-02-14. (https://hal.science/hal-00728914v1)
    • Camille Couprie, Xavier Bresson, Laurent Najman, Hugues Talbot, Leo Grady. Surface reconstruction using Power Watershed, 2011. (https://hal.science/hal-00622504v1)
    • Alice Dufour, Olena Tankyevych, Hugues Talbot, Christian Ronse, Joseph Baruthio, Nicolas Passat. A statistical arteriovenous cerebral atlas, 2011. (https://hal.univ-reims.fr/hal-01695056v1)
    • Anna Jezierska, Caroline Chaux, Hugues Talbot, Jean-Christophe Pesquet. Image quantization under spatial smoothness constraints, 2010-09-26. (https://hal.science/hal-00714266v1)
    • Camille Couprie, Leo Grady, Laurent Najman, Hugues Talbot. Anisotropic diffusion using power watersheds, 2010-09-26. (https://hal.science/hal-00744091v1)
    • Yukiko Kenmochi, Lilian Buzer, Hugues Talbot. Efficiently computing optimal consensus of digital line fitting, 2010-08-23. (https://hal.science/hal-00790826v1)
    • Masato Churiki, Ikuko Shimizu, Rita Zrour, Hugues Talbot, Yukiko Kenmochi, Akihiro Sugimoto. Digital line and plane recognition using combinatorial optimization by multiresolutional representation, 2010-03-05. (https://hal.science/hal-00790544v1)
    • Laszlo Marak, Jean Cousty, Laurent Najman, Hugues Talbot. 4D Morphological segmentation and the miccai LV-segmentation grand challenge, 2009-11. (https://hal.science/hal-00622420v1)
    • Rita Zrour, Yukiko Kenmochi, Hugues Talbot, Lilian Buzer, Yskandar Hamam, Ikuko Schimizu, Akihiro Sugimoto. Optimal Consensus Set for Digital Line Fitting, 2009-11. (https://hal.science/hal-00437456v1)
    • Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot, Bjorn Waske. Directional Mathematical Morphology For the detection of the road network in very high resolution remote sensing images, 2009-11. (https://hal.science/hal-00622437v1)
    • Hugues Talbot, Harold Phelippeau, Mohamed Akil, Stephan Bara. Efficient Poisson Denoising for Photography, 2009-11. (https://hal.science/hal-00622438v1)
    • John Chaussard, Michel Couprie, Hugues Talbot. A discrete lambda-medial axis, 2009-10. (https://hal.science/hal-00622407v1)
    • Camille Couprie, Leo Grady, Laurent Najman, Hugues Talbot. Power watersheds: a new image segmentation framework extending graph cuts, random walker and optimal spanning forest, 2009-09. (https://hal.science/hal-00622409v1)
    • Silvia Valero, Jocelyn Chanussot, Jon Atli Benediktsson, Hugues Talbot. Détection automatique du réseau vasculaire rétinien basée sur la morphologie directionnelle et la fusion de décision, 2009-09. (https://hal.science/hal-00622436v1)
    • Camille Couprie, Leo Grady, Laurent Najman, Hugues Talbot. A New Image Segmentation Framework: Power Watersheds, 2009-08. (https://hal.science/hal-00622426v1)
    • Harold Phelippeau, Mohamed Akil, Breno Dias Rodrigues, Hugues Talbot, Stefan Bara. Bayer Bilateral denoising on TriMedia 3270, 2009-01-18. (https://hal.science/hal-00622452v1)
    • Rita Zrour, Yukiko Kenmochi, Hugues Talbot, Ikuko Shimizu, Akihiro Sugimoto. Combinatorial optimization for fitting of digital line and plane, 2009-01-13. (https://hal.science/hal-00827895v1)
    • Olena Tankyevych, Hugues Talbot, Petr Dokládal, Nicolas Passat. Spatially-variant morpho-Hessian filter: Efficient implementation and application, 2009. (https://hal.science/hal-00622432v1)
    • Harold Phelippeau, Mohamed Akil, Hugues Talbot, Stephan Bara. Algorithmes de Dematricage pour la Photographie Numerique : architecture dediee et implantation sur FPGA, 2009. (https://hal.science/hal-00622431v1)
    • Olena Tankyevych, Hugues Talbot, Petr Dokládal, Nicolas Passat. Direction-adaptive grey-level morphology. Application to 3D vascular brain imaging, 2009. (https://hal.science/hal-00622439v1)
    • Olena Tankyevych, Hugues Talbot, Petr Dokládal. Curvilinear morpho-Hessian filter, 2008-05-14. (https://hal.science/hal-00622440v1)
    • Gisele Lobo-Pappa, David Menotti-Gomes, Hugues Talbot, Michel Meignan. Towards Automated Lymphoma Prognosis based on PET Images, 2008. (https://hal.science/hal-00622352v1)
    • Harold Phelippeau, Hugues Talbot, Stefan Bara, Mohamed Akil. Shot-noise adaptive bilateral filter, 2008. (https://hal.science/hal-00622459v1)
    • Hugues Talbot, Laszlo Marak, Ben Appleton. Continuous maximal flows and applications, 2008. (https://hal.science/hal-00622447v1)
    • Marie-Charlotte Poilpre, Patrick Perrot, Hugues Talbot. Image Tampering Detection Using Bayer Interpolation and JPEG Compression, 2008. (https://hal.science/hal-00622448v1)
    • Olena Tankyevych, Laszlo Marak, Hugues Talbot, Petr Dokládal. Segmentation of 3D nano-scale polystyrene balls, 2007. (https://hal.science/hal-00622203v1)
    • Harold Phelippeau, Mohamed Akil, Hugues Talbot, S. Bara, T. Fraga-Silva. Demosaicing on the TriMedia 3270, 2007. (https://hal.science/hal-00622248v1)
    • Laurent Najman, Jean Cousty, Michel Couprie, Hugues Talbot, Stéphanie Clément-Guinaudeau, Thomas Goissen. An open, clinically-validated database of 3D+t cine-MR images of the left ventricle with associated manual and automated segmentation, 2007. (https://hal.science/hal-00622251v1)
    • Nicolas Combaret, Hugues Talbot. Robust 3D segmentation of composite materials fibres, 2007. (https://hal.science/hal-00622025v1)
    • Hugues Talbot. Elliptical distance transforms and applications, 2006. (https://hal.science/hal-00622253v1)
    • Ben Appleton, Hugues Talbot. Efficient path openings and closings, 2005. (https://hal.science/hal-00621982v1)
    • H. Heijmans, M. Buckley, Hugues Talbot. Path-based morphological openings, 2004-10. (https://hal.science/hal-00622122v1)
    • Ben Appleton, Hugues Talbot. Efficient and Consistent Recursive Filtering of Images with Reflective Extension, 2003-06. (https://hal.science/hal-00622046v1)
    • Hugues Talbot, Ben Appleton. Elliptical distance transforms and the object splitting problem, 2002-04. (https://hal.science/hal-00622200v1)
  • Pré-publication, Document de travail - 11 documents
    • Sylvain Lempereur, Matthieu Simion, Elodie Machado, Fabrice Licata, Lilian Buzer, Isabelle Robineau, Julien Hémon, Payel Banerjee, Noémie de Crozé, Marc Léonard, Pierre Affaticati, Arnim Jenett, Hugues Talbot, Jean-Stéphane Joly. ZeBraInspector, a platform for the automated segmentation and analysis of body and brain volumes in whole 5 dpf zebrafish following simultaneous visualization with identical orientations, 2024-05-20. (https://hal.science/hal-04580401v1)
    • Loïc Le Bescond, Marvin Lerousseau, Fabrice Andre, Hugues Talbot. SparseXMIL: Leveraging spatial context for classifying whole slide images in digital pathology, 2024-04-03. (https://hal.science/hal-04531177v1)
    • Younes Belkouchi, Jean-Christophe Pesquet, Audrey Repetti, Hugues Talbot. Learning truly monotone operators with applications to nonlinear inverse problems, 2024-04-02. (https://hal.science/hal-04530164v1)
    • Jean-Luc Dupire, Younes Belkouchi, Leo Stepien, Nicolas Billet, Lama Dawi, Felix Wirth, Nathalie Lassau, Hugues Talbot. 3D lung nodule segmentation from 2D annotations using morphological operations, 2024-01-25. (https://hal.science/hal-04418151v1)
    • Leo Stepien, Younes Belkouchi, Jean-Luc Dupire, Nicolas Billet, Lama Dawi, Felix Wirth, Nathalie Lassau, Hugues Talbot. Supervoxel based 3D diseased lung segmentation, 2024-01-25. (https://hal.science/hal-04418158v1)
    • Joeri Nicolaes, Evi Tselenti, Theodore Aouad, Clementina López-Medina, Antoine Feydy, Hugues Talbot, Bengt Hoepken, Natasha de Peyrecave, Maxime Dougados. Performance Analysis of a Deep Learning Algorithm to Detect MRI Positive Sacroiliac Joints in Patients with Axial Spondyloarthritis According to the Assessment of SpondyloArthritis international Society 2009 Definition, 2024-01-18. (https://hal.science/hal-04402030v1)
    • Daniel Martins Antunes, Jacques-Olivier Lachaud, Hugues Talbot. Elastica Energy Regularization via Graph Cuts, 2023-12-01. (https://hal.science/hal-04421328v1)
    • Théodore Aouad, Hugues Talbot. Binary Multi Channel Morphological Neural Network, 2022-04-19. (https://hal.science/hal-03644498v1)
    • Baptiste Kas, Hugues Talbot, Roberto Ferrara, C Richard, Benjamin Besse, Laura Mezquita, Nathalie Lassau, Caroline Caramella. Hyperprogressive disease during immunotherapy: an attempt to clarify different definitions, 2019-11-15. (https://hal.science/hal-02429762v1)
    • Thibault Julliand, Vincent Nozick, Isao Echizen, Hugues Talbot. Using The Noise Density Down Projection To Expose Splicing In JPEG Images, 2017-08-31. (https://hal.science/hal-01589761v1)
    • Thibault Julliand, Vincent Nozick, Hugues Talbot. Automatic Image Splicing Detection Base On Noise Density Analysis In Raw Images, 2016-02-20. (https://hal.science/hal-01301893v1)
  • Article dans une revue - 72 documents
    • Theodore Aouad, Valerie Laurent, Paul Levant, Agnes Rode, Nina Brillat-Savarin, Pénélope Gaillot, Christine Hoeffel, Eric Frampas, Maxime Barat, Roberta Russo, Mathilde Wagner, Magaly Zappa, Olivier Ernst, Anais Delagnes, Quentin Fillias, Lama Dawi, Céline Savoye-Collet, Pauline Copin, Paul Calame, Edouard Reizine, Alain Luciani, Marie-France Bellin, Hugues Talbot, Nathalie Lassau. Detection and characterization of pancreatic lesion with artificial intelligence: The SFR 2023 artificial intelligence data challenge, 2024. (https://hal.science/hal-04670352v1)
    • 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, 2023-12. (https://hal.science/hal-04396297v1)
    • Aissam Djahnine, Carole Lazarus, Mathieu Lederlin, Sébastien Mulé, Rafael Wiemker, Salim Si-Mohamed, Emilien Jupin-Delevaux, Olivier Nempont, Youssef Skandarani, Mathieu de Craene, Segbedji Goubalan, Caroline Raynaud, Younes Belkouchi, Amira Ben Afia, Clement Fabre, Gilbert Ferretti, Constance de Margerie, Pierre Berge, Renan Liberge, Nicolas Elbaz, Maxime Blain, Pierre-Yves Brillet, Guillaume Chassagnon, Farah Cadour, Caroline Caramella, Mostafa El Hajjam, Samia Boussouar, Joya Hadchiti, Xavier Fablet, Antoine Khalil, Hugues Talbot, Alain Luciani, Nathalie Lassau, Loic Boussel. Detection and severity quantification of pulmonary embolism with 3D CT data using an automated deep learning-based artificial solution, 2023-10. (https://hal.science/hal-04396326v1)
    • Pierre Decazes, Samy Ammari, Younes Belkouchi, Léo Mottay, Littisha Lawrance, Antoine de Prévia, Hugues Talbot, Siham Farhane, Paul-Henry P.-H. Cournède, Aurelien Marabelle, Florian Guisier, David Planchard, Tony Ibrahim, Caroline Robert, Fabrice Barlesi, Pierre Vera, Nathalie Lassau. Synergic prognostic value of 3D CT scan subcutaneous fat and muscle masses for immunotherapy-treated cancer, 2023-09-07. (https://hal.science/hal-04287256v1)
    • Fernanda Mosele, Elise Deluche, Amelie Lusque, Loïc Le Bescond, Thomas Filleron, Yoann Pradat, Agnes Ducoulombier, Barbara Pistilli, Thomas Bachelot, Frederic Viret, Christelle Levy, Nicolas Signolle, Alexia Alfaro, Diep T N Tran, Ingrid Judith Garberis, Hugues Talbot, Stergios Christodoulidis, Maria Vakalopoulou, Nathalie Droin, Aurelie Stourm, Maki Kobayashi, Tomoya Kakegawa, Ludovic Lacroix, Patrick Saulnier, Bastien Job, Marc Deloger, Marta Jimenez, Celine Mahier, Vianney Baris, Pierre Laplante, Patricia Kannouche, Virginie Marty, Magali Lacroix-Triki, Veronique Diéras, Fabrice André. Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial, 2023-07-24. (https://hal.science/hal-04187928v1)
    • Younes Belkouchi, Hugues Talbot, Nathalie Lassau, Littisha Lawrance, Siham Farhane, Rahma Feki-Mkaouar, Joya Hadchiti, Lama Dawi, Julien Vibert, Paul-Henry Cournède, Clara Cousteix, Camille Mazza, Michele Kind, Antoine Italiano, Aurelien Marabelle, Samy Ammari, Stephane Champiat. Better than RECIST and Faster than iRECIST: Defining the Immunotherapy Progression Decision Score to Better Manage Progressive Tumors on Immunotherapy, 2023-04-14. (https://hal.science/hal-04396436v1)
    • Adrien Bordner, Théodore Aouad, Clementina Lopez Medina, Sisi Yang, Anna Molto, Hugues Talbot, Maxime Dougados, Antoine Feydy. A deep learning model for the diagnosis of sacroiliitis according to Assessment of SpondyloArthritis International Society classification criteria with magnetic resonance imaging, 2023-04. (https://cnam.hal.science/hal-04083189v1)
    • Bertrand Kerautret, Phuc Ngo, Nicolas Passat, Hugues Talbot, Clara Jaquet. OpenCCO: An Implementation of Constrained Constructive Optimization for Generating 2D and 3D Vascular Trees, 2023. (https://hal.science/hal-04201337v1)
    • Sébastien Mulé, Littisha Lawrance, Younes Belkouchi, Valérie Vilgrain, Maité Lewin, Hervé Trillaud, Christine Hoeffel, Valérie Laurent, Samy Ammari, Eric Morand, Orphée Faucoz, Arthur Tenenhaus, Anne Cotten, Jean-François Meder, Hugues Talbot, Alain Luciani, Nathalie Lassau. Generative adversarial networks (GAN)-based data augmentation of rare liver cancers: The SFR 2021 Artificial Intelligence Data Challenge, 2023. (https://hal.science/hal-03907631v1)
    • Thomas Klinge, Hugues Talbot, Ian Paddick, Sébastien Ourselin, Jamie R Mcclelland, Marc Modat. Toward semi-automatic biologically effective dose treatment plan optimisation for Gamma Knife radiosurgery, 2022-10-17. (https://hal.science/hal-03943763v1)
    • Sylvain Lempereur, Elodie Machado, Fabrice Licata, Matthieu Simion, Lilian Buzer, Isabelle Robineau, Julien Hémon, Payel Banerjee, Noémie de Crozé, Marc Léonard, Pierre Affaticati, Hugues Talbot, Jean-Stéphane Joly. ZeBraInspector, a platform for the automated segmentation and analysis of body and brain volumes in whole 5 days post-fertilization zebrafish following simultaneous visualization with identical orientations, 2022-10. (https://hal.inrae.fr/hal-03776235v1)
    • Younes Belkouchi, Hugues Talbot, Nathalie Lassau, L. Lawrance, S. Farhane, R. Feki-Mkaouar, J. Vibert, Paul-Henry P.-H. Cournède, A. Marabelle, S. Ammari, S. Champiat. Better than RECIST and faster than iRECIST: Defining the immunotherapy progression decision score to better manage progressive tumors on immunotherapy, 2022-09. (https://hal.science/hal-03940635v1)
    • Feriel Abboud, Marin Stamm, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot. Distributed Algorithms for Scalable Proximity Operator Computation and Application to Video Denoising, 2022-08. (https://hal.science/hal-03684063v3)
    • Raphael Naccache, Younes Belkouchi, Littisha Lawrance, Baya Benatsou, Joya Hadchiti, Paul-Henry Cournede, Samy Ammari, Hugues Talbot, Nathalie Lassau. Prediction of Early Response to Immunotherapy: DCE-US as a New Biomarker, 2022-03. (https://hal.science/hal-03792594v1)
    • Nicolas Passat, Phuc Ngo, Yukiko Kenmochi, Hugues Talbot. Homotopic affine transformations in the 2D Cartesian grid, 2022. (https://hal.science/hal-03630330v1)
    • Younes Belkouchi, Laetitia Nebot-Bral, Littisha Lawrance, Michele Kind, Clémence David, Samy Ammari, Paul-Henry P.-H. Cournède, Hugues Talbot, Perrine Vuagnat, Cristina Smolenschi, Patricia L Kannouche, Nathalie Chaput, Nathalie Lassau, Antoine Hollebecque. Predicting immunotherapy outcomes in patients with MSI tumors using NLR and CT global tumor volume, 2022. (https://hal.science/hal-04266174v1)
    • Thanh Xuan Nguyen, Giovanni Chierchia, O Razim, R Peletier, Laurent Najman, Hugues Talbot, Benjamin Perret. Object Detection with Component-Graphs in Multi-band Images: Application to Source Detection in Astronomical Images, 2021-11-16. (https://hal.science/hal-03429058v2)
    • Shaobo Luo, Yuzhi Shi, Lip Ket Chin, Paul Edward Hutchinson, Yi Zhang, Giovanni Chierchia, Hugues Talbot, Xudong Jiang, Tarik Bourouina, Ai-Qun Liu. Machine‐Learning‐Assisted Intelligent Imaging Flow Cytometry: A Review, 2021-11. (https://hal.science/hal-03540960v1)
    • Lazaros Papamanolis, Hyun Jin Kim, Clara Jaquet, Matthew Sinclair, Michiel Schaap, Ibrahim Danad, Pepijn van Diemen, Paul Knaapen, Laurent Najman, Hugues Talbot, Charles A Taylor, Irene Vignon-Clementel. Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model, 2021-05. (https://hal.science/hal-03036457v2)
    • Shaobo Luo, Tarik Bourouina, Giovanni Chierchia, Hugues Talbot, Ai-Qun Liu, Yuzhi Shi, Kim Truc Nguyen, Shilun Feng, Ahmed Elsayed. Deep learning‐enabled imaging flow cytometry for high‐speed Cryptosporidium and Giardia detection, 2021-02-03. (https://hal.science/hal-03161362v1)
    • Daniel Antunes, Jacques-Olivier Lachaud, Hugues Talbot. An Elastica-driven Digital Curve Evolution Model for Image Segmentation, 2021-01. (https://hal.science/hal-03144926v1)
    • Julie Robic, Alex Nkengne, Benjamin Perret, Michel Couprie, Hugues Talbot, Giovanni Pellacani, Katell Vie. Clinical validation of a computer‐based approach for the quantification of the skin ageing process of women using in vivo confocal microscopy, 2021-01. (https://hal.science/hal-03144931v1)
    • Samy Ammari, Stéphanie Pitre-Champagnat, Laurent Dercle, Emilie Chouzenoux, Salma Moalla, Sylvain Reuze, Hugues Talbot, Tite Mokoyoko, Joya Hadchiti, Sebastien Diffetocq, Andreas Volk, Mickeal El Haik, Sara Lakiss, Corinne Balleyguier, Nathalie Lassau, Francois Bidault. Influence of magnetic field strength on magnetic resonance imaging radiomics features in brain imaging, an in vitro and in vivo study, 2021. (https://hal.science/hal-03117688v1)
    • Shaobo Luo, Yuzhi Shi, Lip Ket Chin, Yi Zhang, Bihan Wen, Ying Sun, Binh T T Nguyen, Giovanni Chierchia, Hugues Talbot, Tarik Bourouina, Xudong Jiang, Ai-Qun Liu. Rare bioparticle detection via deep metric learning, 2021. (https://hal.science/hal-03541059v1)
    • Nathalie Lassau, Samy Ammari, Emilie Chouzenoux, Hugo Gortais, Paul Herent, Matthieu Devilder, Samer Soliman, Olivier Meyrignac, Marie-Pauline Talabard, Jean-Philippe Lamarque, Remy Dubois, Nicolas Loiseau, Paul Trichelair, Etienne Bendjebbar, Gabriel Garcia, Corinne Balleyguier, Mansouria Merad, Annabelle Stoclin, Simon Jegou, Franck Griscelli, Nicolas Tetelboum, Yingping Li, Sagar Verma, Matthieu Terris, Tasnim Dardouri, Kavya Gupta, Ana Neacsu, Frank Chemouni, Meriem Sefta, Paul Jehanno, Imad Bousaid, Yannick Boursin, Emmanuel Planchet, Mikael Azoulay, Jocelyn Dachary, Fabien Brulport, Adrian Gonzalez, Olivier Dehaene, Jean-Baptiste Schiratti, Kathryn Schutte, Jean-Christophe Pesquet, Hugues Talbot, Elodie Pronier, Gilles Wainrib, Thomas Clozel, Fabrice Barlesi, Marie-France Bellin, Michael Blum. Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients, 2021-01. (https://hal.science/hal-03136018v1)
    • Shaobo Luo, Yi Zhang, Kim Truc Nguyen, Shilun Feng, Yuzhi Shi, Yang Liu, Paul Hutchinson, Giovanni Chierchia, Hugues Talbot, Tarik Bourouina, Xudong Jiang, Ai Qun Liu. Machine Learning-Based Pipeline for High Accuracy Bioparticle Sizing, 2020-12-07. (https://hal.science/hal-03144923v1)
    • Alessandro Benfenati, Francesco Bonacci, Tarik Bourouina, Hugues Talbot. Efficient position estimation of 3D fluorescent spherical beads in confocal microscopy via Poisson denoising, 2020-11-19. (https://hal.science/hal-02150316v5)
    • 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, 2020-07-27. (https://hal.science/hal-03144939v1)
    • Baptiste Kas, Hugues Talbot, Roberto Ferrara, Colombe Richard, Jean-Philippe Lamarque, Stéphanie Pitre-Champagnat, David Planchard, Corinne Balleyguier, Benjamin Besse, Laura Mezquita, Nathalie Lassau, Caroline Caramella. Clarification of Definitions of Hyperprogressive Disease During Immunotherapy for Non–Small Cell Lung Cancer, 2020-07-01. (https://hal.science/hal-03144929v1)
    • 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, 2020-03-20. (https://hal.science/hal-02974826v1)
    • Eloïse 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, 2020. (https://hal.science/hal-02155801v1)
    • Clara Jaquet, Laurent Najman, Hugues Talbot, Leo Grady, Michiel Schaap, Buzzy Spain, Hyun Jin Kim, Irene Vignon-Clementel, Charles A. Taylor. Generation of patient-specific cardiac vascular networks: a hybrid image-based and synthetic geometric model, 2019-04. (https://hal.science/hal-01869264v1)
    • Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot. Three-dimensional conditional random field for the dermal–epidermal junction segmentation, 2019-04-01. (https://hal.science/hal-02155490v1)
    • Diane Genest, Élodie Puybareau, Marc Léonard, Jean Cousty, Noémie de Crozé, Hugues Talbot. High throughput automated detection of axial malformations in Medaka fish embryo, 2019-02-01. (https://hal.science/hal-01959606v2)
    • Eloïse Grossiord, Benoît Naegel, Hugues Talbot, Laurent Najman, Nicolas Passat. Shape-based analysis on component-graphs for multivalued image processing, 2019. (https://hal.univ-reims.fr/hal-01695384v3)
    • Odyssée Merveille, Benoît Naegel, Hugues Talbot, Nicolas Passat. nD variational restoration of curvilinear structures with prior-based directional regularization, 2019. (https://hal.science/hal-01832636v2)
    • Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat. Curvilinear structure analysis by ranking the orientation responses of path operators, 2018. (https://hal.science/hal-01262728v2)
    • Élodie Puybareau, Diane Genest, Emilie Barbeau, Marc Léonard, Hugues Talbot. An automated assay for the assessment of cardiac arrest in fish embryo, 2017-02-01. (https://hal.science/hal-01421156v2)
    • Phuc Ngo, Yukiko Kenmochi, Akihiro Sugimoto, Hugues Talbot, Nicolas Passat. Discrete rigid registration: A local graph-search approach, 2017. (https://inria.hal.science/hal-01306035v1)
    • Odyssée Merveille, Benoît Naegel, Hugues Talbot, Laurent Najman, Nicolas Passat. 2D filtering of curvilinear structures by ranking the orientation responses of path operators (RORPO), 2017. (https://hal.science/hal-01599528v1)
    • Thibault Julliand, Vincent Nozick, Hugues Talbot. Countering Noise-based Splicing Detection Using Noise Density Transfer, 2016-09-28. (https://hal.science/hal-01510073v1)
    • Abderrahim Elmoataz, François Lozes, Hugues Talbot. Morphological PDEs on Graphs for Image Processing on Surfaces and Point Clouds, 2016. (https://hal.science/hal-01397336v1)
    • Hugo Talbot, Federico Spadoni, Christian Duriez, Maxime Sermesant, Stéphane Cotin, Hervé Delingette. Interactive Training System for Interventional Electrocardiology Procedures, 2016. (https://inria.hal.science/hal-01338346v1)
    • Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood, 2015-03. (https://hal.science/hal-00922151v3)
    • Benjamin Perret, Jean Cousty, Olena Tankyevych, Hugues Talbot, Nicolas Passat. Directed connected operators: Asymmetric hierarchies for image filtering and segmentation, 2015. (https://hal.science/hal-00869727v2)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. On 2D constrained discrete rigid transformations, 2015. (https://hal.science/hal-00838184v2)
    • Michel Couprie, Samuel Meulenyzer, Mohamed Amine Salem, Hugues Talbot, Fabrice Pourcel. Fibre analysis in 3D materials and process validation on artificial data, 2014-05-16. (https://hal.science/hal-01065437v1)
    • Phuc Ngo, Nicolas Passat, Yukiko Kenmochi, Hugues Talbot. Topology-preserving rigid transformation of 2D digital images, 2014. (https://hal.science/hal-00795054v2)
    • Anna Jezierska, Caroline Chaux, Jean-Christophe Pesquet, Hugues Talbot, Gilbert Engler. An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation, 2014-01. (https://hal.science/hal-00766686v3)
    • Engilbert Sigurdsson, Silvia Valero, Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, E. Stefansson. Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification, 2014. (https://hal.univ-grenoble-alpes.fr/hal-01128500v1)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. Topology-preserving conditions for 2D digital images under rigid transformations, 2014. (https://hal.science/hal-00838183v2)
    • Camille Couprie, Leo Grady, Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot. Dual constrained TV-based regularization on graphs, 2013-07-11. (https://hal.science/hal-00743968v2)
    • Hugo Talbot, Stéphanie Marchesseau, Christian Duriez, Maxime Sermesant, Stéphane Cotin, Hervé Delingette. Towards an Interactive Electromechanical Model of the Heart, 2013-04-06. (https://inria.hal.science/hal-00797354v1)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. Combinatorial structure of rigid transformations in 2D digital images, 2013-04. (https://hal.science/hal-00643734v3)
    • Arie Finkelstein, Hugues Talbot, Suat Topsu, Thérèse Cynober, Loïc Garçon, Gregor Havkin, Frans Kuypers. Comparison between a Camera and a Four Quadrant Detector, in the Measurement of Red Blood Cell Deformability as a Function of Osmolality, 2013-03. (https://hal.science/hal-00865916v1)
    • Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A Majorize-Minimize subspace approach for l2-l0 image regularization, 2013. (https://hal.science/hal-00789962v1)
    • François Cokelaer, Hugues Talbot, Jocelyn Chanussot. Efficient robust d-dimensional path operators, 2012. (https://hal.science/hal-00798414v1)
    • Camille Couprie, Leo Grady, Hugues Talbot, Laurent Najman. Combinatorial Continuous Maximal Flows, 2011-09-15. (https://hal.science/hal-00525822v2)
    • Camille Couprie, Leo Grady, Laurent Najman, Hugues Talbot. Power Watersheds: A Unifying Graph Based Optimization Framework, 2011-07. (https://hal.science/hal-00622510v1)
    • Laszlo Marak, Olena Tankyevych, Hugues Talbot. Continuous maximum flow segmentation method for nanoparticle interaction analysis, 2011-06-28. (https://hal.science/hal-00865924v1)
    • Rita Zrour, Yukiko Kenmochi, Hugues Talbot, Lilian Buzer, Yskandar Hamam, Ikuko Shimizu, Akihiro Sugimoto. Optimal Consensus set for digital line and plane fitting, 2011-03. (https://hal.science/hal-00493415v1)
    • Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A spatial regularization approach for vector quantization, 2011. (https://hal.science/hal-00530369v1)
    • John Chaussard, Michel Couprie, Hugues Talbot. Robust skeletonization using the discrete lambda-medial axis, 2011. (https://hal.science/hal-00622523v1)
    • Olivier Le Bihan, Pierre Bonnafous, Laszlo Marak, Thomas Bickel, Sylvain Trépout, Stéphane Mornet, Felix de Haas, Hugues Talbot, Jean-Christophe Taveau, Olivier Lambert. Cryo-electron tomography of nanoparticle transmigration into liposome., 2009. (https://hal.science/hal-00436243v1)
    • Olivier Le Bihan, Pierre Bonnafous, Laszlo Marak, Sylvain Trépout, Stéphane Mornet, Hugues Talbot, Jean-Christophe Taveau, Olivier Lambert. Cryo-electron tomography of nanoparticle transmigration into liposome, 2009. (https://hal.science/hal-00622435v1)
    • Hugues Talbot, Ben Appleton. Efficient complete and incomplete paths openings and closings, 2007. (https://hal.science/hal-00622202v1)
    • C. Sun, R. Jones, Hugues Talbot, X. Wu, K. Cheong, M. Beare, M.J. Buckley, M. Berman. Measuring the Distance of Vegetation from Powerlines Using Stereo Vision, 2006. (https://hal.science/hal-00622199v1)
    • Ben Appleton, Hugues Talbot. Globally Minimal Surfaces by Continuous Maximal Flows, 2006. (https://hal.science/hal-00621983v1)
    • S. Menzies, L. Bischof, Hugues Talbot, A. Gutenev, M. Avramidis, L. Wong, S.K. Lo, G. Mackellar, V. Skladnev, W. Mccarthy, J. Kelly, B. Cranney, P. Lye, H. Rabinovitz, M. Oliviero, A. Blum, A. Virol, B. Deambrosis, R. Mccleod, H. Koga, C. Grin, R. Braun, R. Johr. The Performance of SolarScan: An Automated Dermoscopy Image Analysis Instrument for the Diagnosis of Primary Melanoma, 2005-11. (https://hal.science/hal-00622127v1)
    • Ben Appleton, Hugues Talbot. Recursive Filtering of Images with Symmetric Extension, 2005. (https://hal.science/hal-00621984v1)
    • Ben Appleton, Hugues Talbot. Globally optimal geodesic active contours, 2005. (https://hal.science/hal-00621985v1)
    • H. Heijmans, M. Buckley, Hugues Talbot. Path openings and closings, 2005. (https://hal.science/hal-00622079v1)
  • POSTER - 5 documents
    • Younes Belkouchi, Hugues Talbot, Nathalie Lassau, Littisha Lawrance, Siham Farhane, Rahma Feki-Mkaouar, Julien Vibert, Paul-Henry P.-H. Cournède, Clara Cousteix, Camille Mazza, Aurélien Marabelle, Samy Ammari, Stephane Champiat. Better than RECIST and faster than iRECIST: defining the Immunotherapy Progression Decision score to better manage progressive tumors on immunotherapy, 2022-09-09. (https://hal.science/hal-03780911v1)
    • Eloïse Grossiord, Benoît Naegel, Hugues Talbot, Nicolas Passat, Michel Meignan, Laurent Najman. Shape‐based analysis on component‐graphs for multivalued image processing, 2016. (https://hal.univ-reims.fr/hal-01694958v1)
    • Olivia Miraucourt, Stéphanie Salmon, Hugues Talbot, Nicolas Passat. Méthodes variationnelles pour la segmentation d'images médicales, 2015. (https://hal.univ-reims.fr/hal-01695414v1)
    • Olivia Miraucourt, Stéphanie Salmon, Hugues Talbot, Nicolas Passat. Génération de modèles vasculaires complexes pour la simulation d'écoulements sanguins, 2014. (https://hal.science/hal-01695409v1)
    • Phuc Ngo, Yukiko Kenmochi, Hugues Talbot. Efficient Exact Computation for Incremental Discrete Rotations using Continued Fraction, 2011-04-06. (https://hal.science/hal-03262892v1)
  • PROCEEDINGS - 3 documents
    • Bertrand Kerautret, Miguel Colom, Adrien Krähenbühl, Daniel Lopresti, Pascal Monasse, Hugues Talbot. Reproducible Research in Pattern Recognition: Third International Workshop, RRPR 2021, 2021. (https://hal.science/hal-04092674v1)
    • Bertrand Kerautret, Miguel Colom, Daniel Lopresti, Pascal Monasse, Hugues Talbot. Reproducible Research in Pattern Recognition, Second International Workshop, RRPR 2018, 2018-08-20. (https://enpc.hal.science/hal-02172999v1)
    • Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, Laurent Najman. Mathematical Morphology and Its Applications to Signal and Image Processing, 2015-05-27. (https://hal.science/hal-01168633v1)
  • Rapport - 3 documents
    • Nathalie Lassau, Samy Ammari, Emilie Chouzenoux, Hugo Gortais, Paul Herent, Matthieu Devilder, Samer Soliman, Olivier Meyrignac, Marie-Pauline Talabard, Jean-Philippe Lamarque, Rémy Dubois, Nicolas Loiseau, Paul Trichelair, Etienne Bendjebbar, Gabriel C Garcia, Corinne Balleyguier, Mansouria Merad, Annabelle Stoclin, Simon Jegou, Franck Griscelli, Nicolas Tetelboum, Yingping Li, Sagar Verma, Matthieu Terris, Tasnim Dardouri, Kavya Gupta, Ana Neacsu, Frank Chemouni, Meriem Sefta, Paul Jehanno, Imad Bousaid, Yannick Boursin, Emmanuel Planchet, Mikael Azoulay, Jocelyn Dachary, Fabien Brulport, Adrián González, Olivier Dehaene, Jean-Baptiste Schiratti, Kathryn Schutte, Jean-Christophe Pesquet, Hugues Talbot, Elodie Pronier, Gilles Wainrib, Thomas Clozel, Fabrice Barlesi, Marie-France Bellin, Michael G B Blum. AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients, 2020-05-15. (https://hal.science/hal-02586111v3)
    • Hugo Talbot, Federico Spadoni, Maxime Sermesant, Nicholas Ayache, Hervé Delingette. Deliverable D10.4.2, 2013-01-15. (https://inria.hal.science/hal-00918211v1)
    • Hugo Talbot, Federico Spadoni, Maxime Sermesant, Nicholas Ayache, Hervé Delingette. Deliverable D10.4.1, 2011-03-31. (https://inria.hal.science/hal-00918216v1)
  • HDR - 1 document
  • Chapitre d'ouvrage - 12 documents
  • Ouvrage - 5 documents