no code implementations • 11 Jul 2023 • Zhuxian Guo, Qitong Wang, Henning Müller, Themis Palpanas, Nicolas Loménie, Camille Kurtz
In digital histopathology, entire neoplasm segmentation on Whole Slide Image (WSI) of Hepatocellular Carcinoma (HCC) plays an important role, especially as a preprocessing filter to automatically exclude healthy tissue, in histological molecular correlations mining and other downstream histopathological tasks.
no code implementations • 18 Oct 2022 • Benjamin Chamand, Olivier Risser-Maroix, Camille Kurtz, Philippe Joly, Nicolas Loménie
Temperature is a widely used hyperparameter in various tasks involving neural networks, such as classification or metric learning, whose choice can have a direct impact on the model performance.
1 code implementation • 3 Jun 2022 • Olivier Risser-Maroix, Amine Marzouki, Hala Djeghim, Camille Kurtz, Nicolas Lomenie
As a consequence, such features are powerful to compare semantically related images but not really efficient to compare images visually similar but semantically unrelated.
1 code implementation • 9 Oct 2020 • Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent
Satellite Image Time Series (SITS) provide valuable information for the study of the Earth’s surface.