Jul 2026
Context-structured Video Anomaly Detection with Large Vision-Language Models
Experiments on UCF-Crime and UBnormal show that CSI-VAD consistently improves over the direct holistic baseline and achieves competitive performance against existing methods, showing the advantage of structured context decomposition for training-free video anomaly detection.
Dongjun Kim, Changjae Oh, Andrea Cavallaro et al.
· arXiv.org · 0 citations