PoseBH unifies pose estimation across human, whole-body, and animal skeletons using nonparametric keypoint prototypes and cross-type self-supervision, improving animal-dataset accuracy while preserving human benchmark performance.
UniHCP: A unified model for human-centric perceptions
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PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation
PoseBH unifies pose estimation across human, whole-body, and animal skeletons using nonparametric keypoint prototypes and cross-type self-supervision, improving animal-dataset accuracy while preserving human benchmark performance.