Biologically inspired features for scene classification in video surveillance

IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society
Kaiqi HuangTieniu Tan

Abstract

Inspired by human visual cognition mechanism, this paper first presents a scene classification method based on an improved standard model feature. Compared with state-of-the-art efforts in scene classification, the newly proposed method is more robust, more selective , and of lower complexity. These advantages are demonstrated by two sets of experiments on both our own database and standard public ones. Furthermore, occlusion and disorder problems in scene classification in video surveillance are also first studied in this paper.

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Citations

Mar 29, 2014·Biological cybernetics·Yun ZhangDelie Ming
Oct 27, 2015·Frontiers in Computational Neuroscience·Yinlin LiFengfu Li
Nov 7, 2014·IEEE Transactions on Cybernetics·Xuelong LiXiaoqiang Lu
Oct 8, 2014·IEEE Transactions on Cybernetics·Muwei JianLinlin Shen
Aug 20, 2014·IEEE Transactions on Cybernetics·Jin-Gang YuYihua Tan
Oct 13, 2012·IEEE Transactions on Cybernetics·Qi WangXuelong Li
Sep 16, 2014·IEEE Transactions on Cybernetics·Yue DengQionghai Dai
Jul 13, 2013·IEEE Transactions on Cybernetics·Dapeng TaoXuelong Li
Aug 23, 2012·IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society·Hong LiC L Philip Chen
Oct 11, 2013·IEEE Transactions on Cybernetics·Shih-Chia Huang, Ben-Hsiang Do
Jun 13, 2013·IEEE Transactions on Cybernetics·Shikui WeiYao Zhao
Jun 13, 2013·IEEE Transactions on Cybernetics·Hsiao-Wei HuKwei Tang
Nov 5, 2013·IEEE Transactions on Cybernetics·Hong QiaoPeng Wang
Dec 8, 2011·IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society·Yanwu XuXuelong Li
Oct 4, 2011·IEEE Transactions on Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the IEEE Systems, Man, and Cybernetics Society·Manish Narwaria, Weisi Lin
Dec 23, 2014·IEEE Transactions on Cybernetics·Hong QiaoFengfu Li
Feb 12, 2017·IEEE Transactions on Cybernetics·Rameswar PandaAnanda S Chowdhury

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