Object Pose Tracking

Continuously estimating the 6-DOF pose of a moving or deforming object across video frames. Unlike one-shot pose estimation, tracking uses temporal continuity and the previous frame's estimate to initialize each new estimate. Methods include PoseCNN+DeepIM, FoundationPose, and particle filter-based approaches. Critical for dynamic grasping and in-hand manipulation feedback.