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《Computer Knowledge and Technology》 2019-01
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A New Shadow Detection Method of Moving Object Based on TSK Fuzzy System

LI Zi-long;School of Information and Electrical Engineering, South China University of Technology;  
Moving cast shadow detection is important yet difficult problem in video detection system.A new shadow detection method based on TSK fuzzy system is proposed.This method integrates the extended Local Binary Pattern texture feature and color feature by using the TSK fuzzy system,where color similarity and texture similarity are measured respectively between pixels in current and background images.In order to train the fuzzy system,the proposed approach combines both the particle swarm optimization and the recursive least squares estimator to optimize the parameters of the premise part and consequent part of the fuzzy system.The Experimental results on different video sequences show that the proposed method owns much higher performance of shadow detection than other methods.
【Fund】: 住房和城乡建设部科技计划项目(2016-R2-060);; 徐州市科技计划项目(KC16SH055 KC16SH010);; 江苏省智慧工业控制技术重点建设实验室(17KJB510053)
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 3 Hits
1 SU Yan-zhao;LI Ai-hua;JIN Guang-zhi;FENG Guo-yan;CAI Yan-ping;02Faculty,The Second Artillery Engineering University;;Multi-feature histogram back-projection for moving shadow detection[J];光电子.激光;2014-07
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3 CAO Jian~1,CHEN Hongqian~1,ZHANG Kai~2,NIU Changfeng~2 (1.School of Computer Science and Information Engineering,Beijing Technology and Business University,Beijing,100048,China; 2.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Moving Cast Shadow Detection Based on Region Color and Texture[J];机器人;2011-05
【Co-citations】
Chinese Journal Full-text Database 8 Hits
1 Jiang Jianguo;Li Ting;Yang Lingmin;Li Penghui;School of Computer Science and Technology, Xidian University;Military Representative Office of 162 Factory;;Improvement of Shadow Detection Algorithm Based on c_3 Component for High-resolution Remote Sensing Images[J];计算机辅助设计与图形学学报;2015-08
2 Chen Lin;Zhang Ling;School of Computer,Wuhan University;;AN AUTOMATIC IMAGE SHADOW DETECTION METHOD BASED ON TEXTURE OPERATOR[J];计算机应用与软件;2015-02
3 XIE Wenhua;YI Benshun;XIAO Jinsheng;GAN Liangcai;School of Electronic Information, Wuhan University;No.709 Research Institute,China Shipbuilding Industry Corporation;;Shadow detection algorithm based on color and regional gradient direction features[J];中南大学学报(自然科学版);2013-12
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6 Jian CAO 1 , Dian-hui MAO 1 , Qiang CAI 1 , Hai-sheng LI 1 , Jun-ping DU 2 ( 1 College of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China) ( 2 School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China);A review of object representation based on local features[J];Journal of Zhejiang University-Science C(Computers & Electronics);2013-07
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【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Su Yanzhao;Li Aihua;Jiang Ke;Jin Guangzhi;502 Faculty,The Second Artillery Engineering University;;Improved Visual Background Extractor Model for Moving Objects Detecting Algorithm[J];计算机辅助设计与图形学学报;2014-02
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