MoG-VLM: Efficient Video Anomaly Detection through Motion-Guided Vision-Language Models

Khaled Waleed Dawoud, Muhammad Zaigham Zaheer, Khan Muhammad +1

Vision-Language Models (VLMs) have shown strong potential for video anomaly detection, but dense frame-level inference makes them impractical for real-time deployment. Existing acc…