2026
CDV-SLAM: Compact Deep Visual SLAM with Unified Semantic and Geometric Perception
ICRA 2026poster
Robust monocular visual Simultaneous Localization and Mapping (SLAM) serves as a cornerstone for various applications. However, its performance frequently suffers degradation in challenging scenarios including fast motion, dynamic objects, and scale ambiguity. This paper proposes CDV-SLAM, a compact…