Group activity recognition is a central theme in many domains, such as sports video analysis, CCTV surveillance, tactics, and social scenario understanding. However, there are still challenges embedding actors’ relations multi-person due to occlusion, movement, light. Current studies mainly focus on collective individual local features from the spatial temporal perspectives, which results ineff...