3 papers
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…
cs.CV2025
DUAL-VAD: Dual Benchmarks and Anomaly-Focused Sampling for Video Anomaly Detection
Seoik Jung, Taekyung Song, Joshua Jordan Daniel +2
Video Anomaly Detection (VAD) is critical for surveillance and public safety. However, existing benchmarks are limited to either frame-level or video-level tasks, restricting a hol…
cs.CV2025
Car Object Counting and Position Estimation via Extension of the CLIP-EBC Framework
Seoik Jung, Taekyung Song
In this paper, we investigate the applicability of the CLIP-EBC framework, originally designed for crowd counting, to car object counting using the CARPK dataset. Experimental resu…