AED-Net: An Abnormal Event Detection Network

It has long been a challenging task to detect an anomaly in a crowded scene. In this paper, a self-supervised framework called the abnormal event detection network (AED-Net), which is composed of a principal component analysis network (PCAnet) and kernel principal component analysis (kPCA), is propo...

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Bibliographic Details
Main Authors: Tian Wang, Zichen Miao, Yuxin Chen, Yi Zhou, Guangcun Shan, Hichem Snoussi
Format: Article
Language:English
Published: Elsevier 2019-10-01
Series:Engineering
Online Access:http://www.sciencedirect.com/science/article/pii/S2095809918304880