Deep social force network for anomaly event detection

Abstract Anomaly event detection is vital in surveillance video analysis. However, how to learn the discriminative motion in the crowd scene is still not tackled. Here, a deep social force network by exploiting both social force extracting and deep motion coding is proposed. Given a grid of particle...

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Bibliographic Details
Main Authors: Xingming Yang, Zhiming Wang, Kewei Wu, Zhao Xie, Jinkui Hou
Format: Article
Language:English
Published: Wiley 2021-12-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.12299