18 citations · 37 across the 5 of their papers we have counts for
5 papers
Step-Attention Refinement of DINOv3 Features for Efficient Anterior Eye Segmentation
Philippe Baumstimler, Jean-Mathieu Gagnon, Sébastien Gagné +3
Anterior eye segment (AES) segmentation is a key component of both ocular biometrics and emerging clinical image analysis applications. However, heterogeneous acquisition condition…
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks
Clément Playout, Renaud Duval, Marie Carole Boucher +1
The diagnosis of diabetic retinopathy, which relies on fundus images, faces challenges in achieving transparency and interpretability when using a global classification approach. H…
Cross-Dataset Generalization For Retinal Lesions Segmentation
Clément Playout, Farida Cheriet
Identifying lesions in fundus images is an important milestone toward an automated and interpretable diagnosis of retinal diseases. To support research in this direction, multiple…
MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy
Gabriel Lepetit-Aimon, Clément Playout, Marie Carole Boucher +3
Reliable automatic diagnosis of Diabetic Retinopathy (DR) and Macular Edema (ME) is an invaluable asset in improving the rate of monitored patients among at-risk populations and in…
Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems
Clément Playout, Ola Ahmad, Freddy Lecue +1
Advanced Driver-Assistance Systems rely heavily on perception tasks such as semantic segmentation where images are captured from large field of view (FoV) cameras. State-of-the-art…