Author

Seoik Jung

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#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