Hugues Talbot

Laboratoire

CVN

Mots cles

Vision par ordinateur, apprentissage automatique, optimisation

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Publications (245)

Article dans une revue 01/05/2021

Myocardial Perfusion Simulation for Coronary Artery Disease: A Coupled Patient-Specific Multiscale Model

Lazaros Papamanolis , Hyun Jin Kim , Clara Jaquet , Matthew Sinclair , Michiel Schaap , Ibrahim Danad , Pepijn van Diemen , Paul Knaapen , Laurent Najman , Charles A Taylor , Irene Vignon-Clementel , Hugues Talbot

Article dans une revue 03/02/2021

Deep learning‐enabled imaging flow cytometry for high‐speed Cryptosporidium and Giardia detection

Shaobo Luo , Tarik Bourouina , Giovanni Chierchia , Ai-Qun Liu , Yuzhi Shi , Kim Truc Nguyen , Shilun Feng , Ahmed Elsayed , Hugues Talbot

Communication dans un congrès 02/02/2021

Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction

Charles A Kantor , Léonard Boussioux , Brice Rauby , Hugues Talbot

Article dans une revue 01/01/2021

Rare bioparticle detection via deep metric learning

Shaobo Luo , Yuzhi Shi , Lip Ket Chin , Yi Zhang , Bihan Wen , Ying Sun , Binh T T Nguyen , Giovanni Chierchia , Tarik Bourouina , Xudong Jiang , Ai-Qun Liu , Hugues Talbot

Article dans une revue 01/01/2021

Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients

Nathalie Lassau , Samy Ammari , 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 Garcia , Corinne Balleyguier , Mansouria Merad , Annabelle Stoclin , Simon Jegou , Franck Griscelli , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot

Article dans une revue 01/01/2021

Clinical validation of a computer‐based approach for the quantification of the skin ageing process of women using in vivo confocal microscopy

Julie Robic , Alex Nkengne , Benjamin Perret , Michel Couprie , Giovanni Pellacani , Katell Vie , Hugues Talbot

Article dans une revue 01/01/2021

An Elastica-driven Digital Curve Evolution Model for Image Segmentation

Daniel Antunes , Jacques-Olivier Lachaud , Hugues Talbot

Communication dans un congrès 01/01/2021

Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification

Charles A. Kantor , Marta Skreta , Brice Rauby , Léonard Boussioux , Emmanuel Jehanno , Alexandra Luccioni , David Rolnick , Hugues Talbot

Article dans une revue 01/01/2021

Influence of magnetic field strength on magnetic resonance imaging radiomics features in brain imaging, an in vitro and in vivo study

Samy Ammari , Stéphanie Pitre-Champagnat , Laurent Dercle , Salma Moalla , Sylvain Reuze , Tite Mokoyoko , Joya Hadchiti , Sebastien Diffetocq , Andreas Volk , Mickeal El Haik , Sara Lakiss , Corinne Balleyguier , Nathalie Lassau , François Bidault , Emilie Chouzenoux , Hugues Talbot

Proceedings 01/01/2021

Reproducible Research in Pattern Recognition: Third International Workshop, RRPR 2021

Bertrand Kerautret , Miguel Colom , Adrien Krähenbühl , Daniel Lopresti , Pascal Monasse , Hugues Talbot

Article dans une revue 07/12/2020

Machine Learning-Based Pipeline for High Accuracy Bioparticle Sizing

Shaobo Luo , Yi Zhang , Kim Truc Nguyen , Shilun Feng , Yuzhi Shi , Yang Liu , Paul Hutchinson , Giovanni Chierchia , Tarik Bourouina , Xudong Jiang , Ai Qun Liu , Hugues Talbot

Article dans une revue 19/11/2020

Efficient position estimation of 3D fluorescent spherical beads in confocal microscopy via Poisson denoising

Alessandro Benfenati , Francesco Bonacci , Tarik Bourouina , Hugues Talbot

26/10/2020

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

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 , Jean-Stéphane Joly , Hugues Talbot

Communication dans un congrès 25/10/2020

CGO: Multiband Astronomical Source Detection With Component-Graphs

Thanh Xuan Nguyen , Giovanni Chierchia , Laurent Najman , Aku Venhola , Caroline Haigh , Reynier Peletier , Michael H.F. Wilkinson , Benjamin Perret , Hugues Talbot

Communication dans un congrès 25/10/2020

Does Super-Resolution Improve OCR Performance in the Real World ? A Case Study on Images of Receipts

Vivien Robert , Hugues Talbot

Article dans une revue 27/07/2020

Automated segmentation of thick confocal microscopy 3D images for the measurement of white matter volumes in zebrafish brains

Sylvain Lempereur , Arnim Jenett , Elodie Machado , Ignacio Arganda-Carreras , Matthieu Simion , Pierre Affaticati , Jean-Stéphane Joly , Hugues Talbot

Article dans une revue 01/07/2020

Clarification of Definitions of Hyperprogressive Disease During Immunotherapy for Non–Small Cell Lung Cancer

Baptiste Kas , Roberto Ferrara , Colombe Richard , Jean-Philippe Lamarque , Stéphanie Pitre-Champagnat , David Planchard , Corinne Balleyguier , Benjamin Besse , Laura Mezquita , Nathalie Lassau , Caroline Caramella , Hugues Talbot

Communication dans un congrès 19/05/2020

Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures

N. Boutry , J. Chazalon , E. Puybareau , G. Tochon , T. Géraud , Hugues Talbot

Rapport 15/05/2020

AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients

Nathalie Lassau , Samy Ammari , 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 , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot

Article dans une revue 20/03/2020

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

Théo Estienne , Marvin Lerousseau , Emilie Alvarez Andres , Enzo Battistella , Alexandre Carré , Siddhartha Chandra , Roger Sun , Charlotte Robert , Nikos Paragios , Eric Deutsch , Maria Vakalopoulou , Stergios Christodoulidis , Hugues Talbot

Article dans une revue 01/01/2020

Shaping for PET image analysis

Eloïse Grossiord , Nicolas Passat , Benoît Naegel , Salim Kanoun , Ilan Tal , Pierre Tervé , Soléakhéna Ken , Olivier Casasnovas , Michel Meignan , Laurent Najman , Hugues Talbot

15/11/2019

Hyperprogressive disease during immunotherapy: an attempt to clarify different definitions

Baptiste Kas , Roberto Ferrara , C Richard , Benjamin Besse , Laura Mezquita , Nathalie Lassau , Caroline Caramella , Hugues Talbot

Communication dans un congrès 31/05/2019

Atlas-based automated detection of swim bladder in Medaka embryo

Diane Genest , Marc Léonard , Jean Cousty , Noémie de Crozé , Hugues Talbot

Communication dans un congrès 31/05/2019

Spherical Fluorescent Particle Segmentation and Tracking in 3D Confocal Microscopy

Élodie Puybareau , Edwin Carlinet , Alessandro Benfenati , Hugues Talbot

Communication dans un congrès 31/05/2019

Self-dual pattern spectra for characterising the dermal-epidermal junction in 3D reflectance confocal microscopy imaging

Julie Robic , Benjamin Perret , Alex Nkengne , Michel Couprie , Hugues Talbot

Article dans une revue 01/04/2019

Generation of patient-specific cardiac vascular networks: a hybrid image-based and synthetic geometric model

Clara Jaquet , Laurent Najman , Leo Grady , Michiel Schaap , Buzzy Spain , Hyun Jin Kim , Irene Vignon-Clementel , Charles A. Taylor , Hugues Talbot

Article dans une revue 01/04/2019

Three-dimensional conditional random field for the dermal–epidermal junction segmentation

Julie Robic , Benjamin Perret , Alex Nkengne , Michel Couprie , Hugues Talbot

Communication dans un congrès 23/02/2019

Digital Curvature Evolution Model for Image Segmentation

Daniel Antunes , Jacques-Olivier Lachaud , Hugues Talbot

Article dans une revue 01/02/2019

High throughput automated detection of axial malformations in Medaka fish embryo

Diane Genest , Élodie Puybareau , Marc Léonard , Jean Cousty , Noémie de Crozé , Hugues Talbot

Article dans une revue 01/01/2019

nD variational restoration of curvilinear structures with prior-based directional regularization

Odyssée Merveille , Benoît Naegel , Nicolas Passat , Hugues Talbot