Shi-Yang Liu

GRC-Pose: Generation-Reconstruction Correspondence for Prior-Free 6D Object Pose Tracking

Prior-free 6D object pose tracking seeks to recover the trajectory of an unseen object from a single RGB video without object-specific CAD models, posed reference images, or pose annotations. Geometric foundation models provide complementary object-centric and scene-centric cues, yet SAM3D CAD is indexed by an arbitrar...