Hierarchical Binary Surface Encoding and Correspondence Pruning for Efficient RGB-D 6DoF Object Pose Estimation

HiPose establishes 3D-3D correspondences in a coarse-to-fine manner with a hierarchical binary surface encoding, enabling efficient and accurate 6DoF object pose estimation from a single RGB-D image without any time-consuming refinement.