Human Shape-Motion Analysis In Athletics Videos for Coarse To Fine Action/Activity Recognition Using Transferable BeliefModel

We present an automatic human shape-motion analysis method based on a fusion architecture for humanaction and activity recognition in athletic videos. Robust shape and motion features are extracted fromhuman detection and tracking. The features are combined within the Transferable Belief Model (TBM)framework for two levels of recognition. The TBM-based modelli..