Hugues Talbot

INRIA

hugues.talbot [at] centralesupelec.fr

Résumé :

  • Chercheur en vision par ordinateur et intelligence artificielle.

Mots clés :

  • Vision par ordinateur, apprentissage automatique, optimisation

Publications :

  • PROCEEDINGS - 2 documents
    • 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, 2022-10-20. (https://hal.archives-ouvertes.fr/hal-03830567)
    • Jon Atli Benediktsson, Jocelyn Chanussot, Hugues Talbot, Laurent Najman. Mathematical Morphology and Its Applications to Signal and Image Processing, 2015-05-27. (https://hal.archives-ouvertes.fr/hal-01168633)
  • Article dans une revue - 60 documents
    • 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-03776235)
    • 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.archives-ouvertes.fr/hal-03792594)
    • Nicolas Passat, Phuc Ngo, Yukiko Kenmochi, Hugues Talbot. Homotopic affine transformations in the 2D Cartesian grid, 2022. (https://hal.archives-ouvertes.fr/hal-03630330)
    • Feriel Abboud, Marin Stamm, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot. Distributed Algorithms for Scalable Proximity Operator Computation and Application to Video Denoising, 2022. (https://hal.archives-ouvertes.fr/hal-03684063)
    • Thanh Xuan Nguyen, Giovanni Chierchia, O Razim, R Peletier, Laurent Najman, Hugues Talbot, B Perret. Object Detection with Component-Graphs in Multi-band Images: Application to Source Detection in Astronomical Images, 2021-11-16. (https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-03540960)
    • 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.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-03161362)
    • Daniel Antunes, Jacques-Olivier Lachaud, Hugues Talbot. An Elastica-driven Digital Curve Evolution Model for Image Segmentation, 2021-01. (https://hal.archives-ouvertes.fr/hal-03144926)
    • 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.archives-ouvertes.fr/hal-03144931)
    • 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.archives-ouvertes.fr/hal-03117688)
    • 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.archives-ouvertes.fr/hal-03541059)
    • 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.archives-ouvertes.fr/hal-03136018)
    • 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.archives-ouvertes.fr/hal-03144923)
    • 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.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-03144939)
    • 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.archives-ouvertes.fr/hal-03144929)
    • 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.archives-ouvertes.fr/hal-02974826)
    • 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.archives-ouvertes.fr/hal-02155801)
    • 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.archives-ouvertes.fr/hal-01869264)
    • 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.archives-ouvertes.fr/hal-02155490)
    • 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.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-01832636v2)
    • Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat. Curvilinear structure analysis by ranking the orientation responses of path operators, 2018. (https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-01421156v2)
    • Phuc Ngo, Yukiko Kenmochi, Akihiro Sugimoto, Hugues Talbot, Nicolas Passat. Discrete rigid registration: A local graph-search approach, 2017. (https://hal.inria.fr/hal-01306035)
    • 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.archives-ouvertes.fr/hal-01599528)
    • Thibault Julliand, Vincent Nozick, Hugues Talbot. Countering Noise-based Splicing Detection Using Noise Density Transfer, 2016-09-28. (https://hal.archives-ouvertes.fr/hal-01510073)
    • Hugo Talbot, Federico Spadoni, Christian Duriez, Maxime Sermesant, Stéphane Cotin, Hervé Delingette. Interactive Training System for Interventional Electrocardiology Procedures, 2016. (https://hal.inria.fr/hal-01338346)
    • Abderrahim Elmoataz, François Lozes, Hugues Talbot. Morphological PDEs on Graphs for Image Processing on Surfaces and Point Clouds, 2016. (https://hal.archives-ouvertes.fr/hal-01397336)
    • Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood, 2015-03. (https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-00869727v2)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. On 2D constrained discrete rigid transformations, 2015. (https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-01065437)
    • Phuc Ngo, Nicolas Passat, Yukiko Kenmochi, Hugues Talbot. Topology-preserving rigid transformation of 2D digital images, 2014. (https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/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-01128500)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. Topology-preserving conditions for 2D digital images under rigid transformations, 2014. (https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/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://hal.inria.fr/hal-00797354)
    • Phuc Ngo, Yukiko Kenmochi, Nicolas Passat, Hugues Talbot. Combinatorial structure of rigid transformations in 2D digital images, 2013-04. (https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-00865916)
    • Emilie Chouzenoux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A Majorize-Minimize subspace approach for l2-l0 image regularization, 2013. (https://hal.archives-ouvertes.fr/hal-00789962)
    • François Cokelaer, Hugues Talbot, Jocelyn Chanussot. Efficient robust d-dimensional path operators, 2012. (https://hal.archives-ouvertes.fr/hal-00798414)
    • Camille Couprie, Leo Grady, Hugues Talbot, Laurent Najman. Combinatorial Continuous Maximal Flows, 2011-09-15. (https://hal.archives-ouvertes.fr/hal-00525822v2)
    • Camille Couprie, Leo Grady, Laurent Najman, Hugues Talbot. Power Watersheds: A Unifying Graph Based Optimization Framework, 2011-07. (https://hal.archives-ouvertes.fr/hal-00622510)
    • Laszlo Marak, Olena Tankyevych, Hugues Talbot. Continuous maximum flow segmentation method for nanoparticle interaction analysis, 2011-06-28. (https://hal.archives-ouvertes.fr/hal-00865924)
    • 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.archives-ouvertes.fr/hal-00493415)
    • John Chaussard, Michel Couprie, Hugues Talbot. Robust skeletonization using the discrete lambda-medial axis, 2011. (https://hal.archives-ouvertes.fr/hal-00622523)
    • Caroline Chaux, Anna Jezierska, Jean-Christophe Pesquet, Hugues Talbot. A spatial regularization approach for vector quantization, 2011. (https://hal.archives-ouvertes.fr/hal-00530369)
    • 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.archives-ouvertes.fr/hal-00436243)
    • 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.archives-ouvertes.fr/hal-00622435)
    • Hugues Talbot, Ben Appleton. Efficient complete and incomplete paths openings and closings, 2007. (https://hal.archives-ouvertes.fr/hal-00622202)
    • 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.archives-ouvertes.fr/hal-00622199)
    • Ben Appleton, Hugues Talbot. Globally Minimal Surfaces by Continuous Maximal Flows, 2006. (https://hal.archives-ouvertes.fr/hal-00621983)
    • 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.archives-ouvertes.fr/hal-00622127)
    • Ben Appleton, Hugues Talbot. Recursive Filtering of Images with Symmetric Extension, 2005. (https://hal.archives-ouvertes.fr/hal-00621984)
    • Ben Appleton, Hugues Talbot. Globally optimal geodesic active contours, 2005. (https://hal.archives-ouvertes.fr/hal-00621985)
    • H. Heijmans, M. Buckley, Hugues Talbot. Path openings and closings, 2005. (https://hal.archives-ouvertes.fr/hal-00622079)
  • Communication dans un congrès - 112 documents
  • 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.archives-ouvertes.fr/hal-03780911)
    • 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-01694958)
    • Olivia Miraucourt, Stéphanie Salmon, Hugues Talbot, Nicolas Passat. Méthodes variationnelles pour la segmentation d'images médicales, 2015. (https://hal.univ-reims.fr/hal-01695414)
    • Olivia Miraucourt, Stéphanie Salmon, Hugues Talbot, Nicolas Passat. Génération de modèles vasculaires complexes pour la simulation d'écoulements sanguins, 2014. (https://hal.archives-ouvertes.fr/hal-01695409)
    • Phuc Ngo, Yukiko Kenmochi, Hugues Talbot. Efficient Exact Computation for Incremental Discrete Rotations using Continued Fraction, 2011-04-06. (https://hal.archives-ouvertes.fr/hal-03262892)
  • Pré-publication, Document de travail - 5 documents
  • 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.archives-ouvertes.fr/hal-02586111v3)
    • Hugo Talbot, Federico Spadoni, Maxime Sermesant, Nicholas Ayache, Hervé Delingette. Deliverable D10.4.2, 2013-01-15. (https://hal.inria.fr/hal-00918211)
    • Hugo Talbot, Federico Spadoni, Maxime Sermesant, Nicholas Ayache, Hervé Delingette. Deliverable D10.4.1, 2011-03-31. (https://hal.inria.fr/hal-00918216)
  • Ouvrage - 6 documents
  • HDR - 1 document
  • Chapitre d'ouvrage - 12 documents