Publications

Méthodes de classification du cancer du sein pour les microscopes à réalité augmentée (2022) Communication

Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier

RFIAP 2022 (Congrès Reconnaissance des Formes, Image, Apprentissage et Perception)
Deep Representation Learning for Cluster-Level Time Series Forecasting (2022) Communication

Tsegamlak Debella, Bethelhem Shawel, Maxime Devanne, Jonathan Weber, Dereje Woldegebreal, Sofie Pollin, Germain Forestier

International Conference on Time Series and Forecasting (ITISE)
Real-time road detection implementation of UNet architecture for autonomous driving (2022) Communication

Danut-Vasile Giurgi, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger

2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)
Du projet DémoUHA (PIA4, AMI DémoES) à la stratégie numérique : réflexions critiques et pistes pour une « transformation numérique responsable » (2022) Article

Dominique Kern, Germain Forestier

Distances et Médiations des Savoirs
Multisenge: a Multimodal and Multitemporal Benchmark Dataset for Land Use/Land Cover Remote Sensing Applications (2022) Article

Romain Wenger, A. Puissant, J. Weber, L. Idoumghar, G. Forestier

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Smooth Perturbations for Time Series Adversarial Attacks (2022) Communication

Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel Schmidt, Geoffrey Webb, Germain Forestier

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France (2022) Article

Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier

International Journal of Remote Sensing
Technical Feasibility of Supervision of Stretching Exercises by a Humanoid Robot Coach for Chronic Low Back Pain: The R-COOL Randomized Trial (2022) Article

Agathe Blanchard, Sao Mai Nguyen, Maxime Devanne, Mathieu Simonnet, Myriam Le Goff-Pronost, Olivier Rémy-Néris

BioMed Research International
Ensemble clustering for histopathological images segmentation using convolutional autoencoders (2022) Communication

Ilias Rmouque, Jonathan Weber, Maxime Devanne, Germain Forestier, Cédric Wemmert

International Conference on Computer Vision Theory and Applications (VISAPP)
Surgical data science – from concepts toward clinical translation (2022) Article

Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla Pugh, Danail Stoyanov, Swaroop S. Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes G. Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Ross, Raphael Sznitman, Russell H. Taylor, Minu D. Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel R. Leff, Amin Madani, Hani J. Marcus, Ozanan Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel

Medical Image Analysis

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Publications

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