DataFunSummit

Sep 17, 2024 · Artificial Intelligence

Multimodal Video Understanding for Real-World Surveillance: Tasks, Dataset, Models, and Challenges

This article presents a comprehensive overview of multimodal video understanding for real-world surveillance, covering task definitions, the new UCA multimodal surveillance dataset, baseline models for video moment localization, captioning, and anomaly detection, experimental results, challenges, and future research directions.