TD-VAD: Breaking Visual Dependence in Video Anomaly Detection with Text-Driven Learning

Shuangqing Zhang, Lei-Lei Ma, Zhao Wang +5

Visual data is typically a prerequisite for training existing video anomaly detection (VAD) methods. However, obtaining sufficient annotated anomaly data for training is challengin…