Ehsan Ullah Khan

Uncertainty-Guided Proactive Adaptation for Visual-Inertial SLAM

Visual--inertial SLAM systems often fail in feature-poor environments such as corridors and textureless walls, leading to catastrophic tracking loss. Existing methods detect degradation reactively after failure occurs, leaving little opportunity for corrective action. We propose a proactive framewor…