2 papers
cs.CV2026
DynaGuide: A Generalizable Dynamic Guidance Framework for Unsupervised Semantic Segmentation
Boujemaa Guermazi, Riadh Ksantini, Naimul Khan
Unsupervised image segmentation is a critical task in computer vision. It enables dense scene understanding without human annotations, which is especially valuable in domains where…
eess.IV2024
A Dynamically Weighted Loss Function for Unsupervised Image Segmentation
Boujemaa Guermazi, Riadh Ksantini, Naimul Khan
Image segmentation is the foundation of several computer vision tasks, where pixel-wise knowledge is a prerequisite for achieving the desired target. Deep learning has shown promis…