Robust 3D-Aware Video Object Tracking for Mobile Robots Based on 2D Vision Foundation Models
Egocentric cameras are widely used in robotic navigation and manipulation, yet conventional 2D Video Object Tracking (VOT) methods suffer from severe performance degradation under rapid viewpoint changes and frequent frame-out events. Because most existing trackers rely solely on 2D appearance cues, they often fail to...