IEEE

Real-Time Detection of Mixed-Critical Events Using Vision-Language Models

Abstract: This paper addresses the detection and classification of mixed-critical events, such as fire incidents, traffic accidents, and violence-related events in urban surveillance systems. It ...
IEEE

VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models

Abstract: The rapid advancement of vision-language models (VLMs) has established a new paradigm in video anomaly detection (VAD): leveraging VLMs to simultaneously detect anomalies and provide ...