IRIMAS - Page Personnelle

Professor

Department & Team

Computer Science MSD

Responsibility

Department Head: Computer Science

Contact:

Nous écrire

Areas of Expertise

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Publications

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
Ensemble clustering for histopathological images segmentation using convolutional autoencoders (2022) Conference paper

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
Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation (2022) Article

Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert

Artificial Intelligence in Medicine
Grad Centroid Activation Mapping for Convolutional Neural Networks (2021) Conference paper

Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier

IEEE International Conference on Tools with Artificial Intelligence (ICTAI)

Germain Forestier

Areas of Expertise

Publications