Spatiotemporal agent based action recognition using YOWO-former
YOWOFormer is presented, which replaces the 3D CNN with VideoMAE and adopts YOLOv11 as the 2D backbone, introducing two bridging modules: a Spatial Query Adapter (SQA) that converts transformer tokens into spatial feature maps via learnable queries and cross-attention and a Bidirectional Spatio-Temporal Fusion (BSTF) m...