Surveillance Video-and-Language Understanding: from Small to Large Multimodal Models
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY（2025）
Key words
Surveillance,Annotations,Anomaly detection,Visualization,Timing,Large language models,Public transportation,Surveillance video understanding,multimodal learning,dataset annotation,multimodal large language learning
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