Fillia Makedon

A Contrastive Few-Shot RGB-D Traversability Segmentation Framework for Indoor Robotic Navigation

Indoor traversability segmentation aims to identify safe, navigable free space for autonomous agents, which is critical for robotic navigation. Pure vision-based models often fail to detect thin obstacles, such as chair legs, which can pose serious safety risks. We propose a multi-modal segmentation…