Video crowd detection and abnormal behavior model detection based on machine learning method

Author:

Xie Shaoci,Zhang Xiaohong,Cai Jing

Funder

The Science and Technology Research Project of Chongqing Municipal Education Committee

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference19 articles.

1. Mohammadi S, Galoogahi HK, Perina A, Murino V (2017) Physics-inspired models for detecting abnormal behaviors in crowded scenes. Group Crowd Behav Comput Vis 1(12):253–272

2. Rabiee H, Mousavi H, Nabi M, Ravanbakhsh M (2017) Detection and localization of crowd behavior using a novel tracklet-based model. Int J Mach Learn Cybern 2(2):1–12

3. Wang X, Gao M, He X et al (2014) An abnormal crowd behavior detection algorithm based on fluid mechanics. J Comput 9(5):1144–1149

4. Cui J, Liu W, Xing W (2014) Crowd behaviors analysis and abnormal detection based on surveillance data. J Vis Lang Comput 25(6):628–636

5. Roubtsova ANS, With PHND (2013) Group localisation and unsupervised detection and classification of basic crowd behaviour events for surveillance applications. Proc SPIE Int Soc Opt Eng 8663(3):135–145

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