Generative Adversarial Networks for Abnormal Event Detection in Videos Based on Self-Attention Mechanism

Unsupervised anomaly detection defines an abnormal event as an event that does not conform to expected behavior. In the field of unsupervised anomaly detection, it is a pioneering work that leverages the difference between a future frame predicted by a generative adversarial network and its ground t...

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Bibliographic Details
Main Authors: Weichao Zhang, Guanjun Wang, Mengxing Huang, Hongyu Wang, Shaoping Wen
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9530576/