Miao Huang

D-Nav: End-to-End Dynamic UAV Navigation with Dual-Resolution Motion Awareness

Autonomous navigation in dense, dynamic clutter remains a fundamental challenge for Unmanned Aerial Vehicles (UAVs) due to the heterogeneous obstacle scales and complex motion patterns. Existing methods often rely on fragile explicit tracking or noise-sensitive implicit flow estimation, both of whic…