Training-Free VLM-Based Pseudo Label Generation for Video Anomaly Detection

Video anomaly detection in weakly supervised settings remains a challenging task due to the absence of frame-level annotations. To address this, we propose a novel training-free pseudo-label generation module (TFPLG) for Weakly Supervised Video Anomaly Detection (WSVAD), which leverages the vision-l...

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Bibliografske podrobnosti

Principais autores:	Moshira Abdalla, Sajid Javed
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2025-01-01
Serija:	IEEE Access
Teme:	Vision language models weakly supervised learning video anomaly detection
Online dostop:	https://ieeexplore.ieee.org/document/11015429/
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