From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
Step-Attention Refinement of DINOv3 Features for Efficient Anterior Eye Segmentation
Philippe Baumstimler, Jean-Mathieu Gagnon, Sébastien Gagné +3
The paper introduces a lightweight architecture that uses a distilled DINOv3 ViT‑Small backbone with a step‑attention feature refinement module to efficiently segment anterior eye…
cs.CV2024
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…
cs.CV2024
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…