DIFEM: Key-points Interaction based Feature Extraction Module for Violence Recognition in Videos

ArXi:2412.05386v2 Announce Type: replace Violence detection in surveillance videos is a critical task for ensuring public safety. As a result, there is increasing need for efficient and lightweight systems for automatic detection of violent behaviours. In this work, we propose an effective method which leverages human skeleton key-points to capture inherent properties of violence, such as rapid movement of specific joints and their close proximity.