Dual-Space Normalizing Flow for Unsupervised Video Anomaly Detection

Conventional reconstruction-based video anomaly detection (VAD) methods implicitly model normality in latent spaces, which is limited by the generalization ability of latent features. Normalizing Flow (NF)-based methods have been introduced to address this issue, as they explicitly model the distrib...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 34(2025) vom: 01., Seite 6432-6445
Auteur principal: Leng, Jiaxu (Auteur)
Autres auteurs: Zhang, Yumeng, Tan, Mingpi, Kuang, Changjiang, Wu, Zhanjie, Gan, Ji, Gao, Xinbo
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article