Hugues Talbot

Laboratoire

Centre de Vision Numérique

Mots cles

Vision par ordinateur, apprentissage automatique, optimisation

Publications (239)

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 , Hugues Talbot , Giovanni Pellacani , Katell Vie , 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 , 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 , 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 , 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 , Hugues Talbot , Tarik Bourouina , Xudong Jiang , Ai-Qun Liu , 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 , Hugues Talbot , 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 , 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 , Hugues Talbot , Jean-Stéphane Joly , 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 , 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 , Hugues Talbot , Benjamin Perret , 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 , Hugues Talbot