Opto-Electronic Engineering, Volume. 43, Issue 12, 193(2016)

Abnormal Crowd Event Detection by Fusing Saliency Information and Social Force Model

LI Meng, CHEN Ken, GUO Chunmei, LI Fei, and JI Peipei
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    References(16)

    [1] [1] Popoola Oluwatoyin P,WANG Kejun. Video-based Abnormal Human Behavior Recognition—A Review [J]. IEEE Transactions on Systems,Man,and Cybernetics,Part C:Applications and Reviews(S1094-6977),2012,42(6):865-878.

    [2] [2] Rasheed N,Khan S A,Khalid A. Tracking and Abnormal Behavior Detection in Video Surveillance using Optical Flow and Neural Networks [C]// International Conference on Advanced Information Networking and Applications Workshops, Victoria,BC,Canada,May 13-16,2014:61-66.

    [3] [3] Mousavi H,Mohammadi S,Perina A,et al. Analyzing Tracklets for the Detection of Abnormal Crowd Behavior [C]// IEEE Winter Conference on Applications of Computer Vision,Waikoloa,Hawaii,Jan 6-9,2015:148-155.

    [4] [4] Thida Myo,Eng Howlung,Remagnino Paolo. Laplacian Eigenmap with Temporal Constraints for Local Abnormality Detection in Crowded Scenes [J]. IEEE Transactions on Cybernetics(S2168-2275),2013,43(6):2147-2156.

    [5] [5] Benezeth Y,Jodoin P M,Saligrama V,et al. Abnormal Events Detection Based on Spatio-temporal Co-occurences [C]// IEEE Computer Society Conference on Computer Vision and Pattern Recognition,Miami,Florida,USA,June 20-26,2009: 2458-2465.

    [6] [6] Mehran R,Oyama A,Shah M. Abnormal Crowd Behavior Detection using Social Force Model [J]. Computer Vision and Pattern Recognition(S1063-6919),2009,1(4):935-942.

    [7] [7] WANG Tian,Snoussi H. Detection of Abnormal Visual Events via Global Optical Flow Orientation Histogram [J]. IEEE Transactions on Information Forensics and Security(S1556-6013),2014,9(6):988-998.

    [8] [8] Gopalakrishnan Viswanath,HU Yiqun,Rajan Deepu. Salient Region Detection by Modeling Distributions of Color and Orientation [J]. Multimedia IEEE Transactions on(S1520-9210),2009,11(5):892-905.

    [9] [9] FANG Yuming,LIN Weisi,Lee Bu Sung,et al. Bottom-Up Saliency Detection Model Based on Human Visual Sensitivity and Amplitude Spectrum [J]. IEEE Transactions on Multimedia(S1520-9210),2012,14(1):187-198.

    [10] [10] Horn B K P,Schunck B G. Determining Optical Flow[J]. Artificial Intelligence(S0004-3702),1981,17(81):185-203.

    [11] [11] Lucas B D,Kanade T. An Iterative Image Registration Technique with an Application to Stereo Vision [C]// International Joint Conference on Artificial Intelligence,Vancouver,BC,Canada,Aug 24-28,1981,73(3):285-289.

    [12] [12] Brox T,Bruhn A,Papenberg N,et al. High Accuracy Optical Flow Estimation Based on a Theory for Warping [M]. Berlin: Springer,2004:25-36.

    [13] [13] CHANG Chihchung,LIN Chihien. LIBSVM:A Library for Support Vector Machines [J]. ACM Transactions on Intelligent Systems and Technology(S2157-6904),2011,2(3):389-396.

    [14] [14] Wu Shandong,Moore Brian E,Shah Mubarak. Chaotic Invariants of Lagrangian Particle Trajectories for Anomaly Detection in Crowded Scenes [C]// IEEE Conference on Computer Vision and Pattern Recognition,San Francisco,California,USA, June 13-18,2010:2054-2060.

    [15] [15] CONG Yang,YUAN Junsong,LIU Ji. Abnormal Event Detection in Crowded Scenes Using Sparse Representation [J]. Pattern Recognition(S0031-3203),2013,46(7):1851-1864.

    [16] [16] Raghavendra R,Del Bue A,Cristani M,et al. Optimizing Interaction Force for Global Anomaly Detection in Crowded Scenes [C]// IEEE International Conference on Computer Vision Workshops,Barcelona,Spain,Nov 6-13,2011:136-143.

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    LI Meng, CHEN Ken, GUO Chunmei, LI Fei, JI Peipei. Abnormal Crowd Event Detection by Fusing Saliency Information and Social Force Model[J]. Opto-Electronic Engineering, 2016, 43(12): 193

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    Paper Information

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    Received: Jun. 15, 2016

    Accepted: --

    Published Online: Dec. 30, 2016

    The Author Email:

    DOI:10.3969/j.issn.1003-501x.2016.12.029

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