2 papers
cs.CV2026
Interaction-Consistent Object Removal via MLLM-Based Reasoning
Ching-Kai Huang, Wen-Chieh Lin, Yan-Cen Lee
Image-based object removal often erases only the named target, leaving behind interaction evidence that renders the result semantically inconsistent. We formalize this problem as I…
cs.CV2025
Short-Window Sliding Learning for Real-Time Violence Detection via LLM-based Auto-Labeling
Seoik Jung, Taekyung Song, Yangro Lee +1
This paper proposes a Short-Window Sliding Learning framework for real-time violence detection in CCTV footages. Unlike conventional long-video training approaches, the proposed me…