#artificial intelligence
Nov 2025
Short-Window Sliding Learning for Real-Time Violence Detection via LLM-based Auto-Labeling
A Short-Window Sliding Learning framework for real-time violence detection in CCTV footages that divides videos into 1-2 second clips and applies Large Language Model (LLM)-based auto-caption labeling to construct fine-grained datasets, enabling precise recognition of rapid violent events.
Seoik Jung, Taekyung Song, Yan-Cen Lee et al.
· arXiv.org · 1 citation