2 papers
cs.CV2026
DeepSVU: Towards In-depth Security-oriented Video Understanding via Unified Physical-world Regularized MoE
Yujie Jin, Wenxin Zhang, Jingjing Wang +1
In the literature, prior research on Security-oriented Video Understanding (SVU) has predominantly focused on detecting and localize the threats (e.g., shootings, robberies) in vid…
cs.CV2025
Omni-SILA: Towards Omni-scene Driven Visual Sentiment Identifying, Locating and Attributing in Videos
Jiamin Luo, Jingjing Wang, Junxiao Ma +3
Prior studies on Visual Sentiment Understanding (VSU) primarily rely on the explicit scene information (e.g., facial expression) to judge visual sentiments, which largely ignore im…