Beyond Hazard Resemblance: Contrastive Event Adjudication for Training-Free Video Anomaly Detection

Wenti Yin, Xiang Wang, Huaxin Zhang +4

Video anomaly detection (VAD) aims to identify and temporally localize abnormal events in videos. Supervised methods learn anomaly decision boundaries from target-domain annotation…