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《Journal of Beijing University of Technology》 2010-12
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Motion Targets Tracking Algorithm Based on Video Surveillance

HU Hong-yu1,2,WANG Dian-hai1,3,LI Zhi-hui1,YANG Xi-rui1,4,WANG Qing-nian2(1.College of Transportation,Jilin University,Changchun,130022,China;2.College of Automotive Engineering,Jilin University,Changchun,130022,China;3.College of Civil Engineering and Architecture Zhejiang University,Hangzhou 310058 China;4.Automobile Management Institute,Bengbu,233011,China)  
Motion targets tracking is an important part of video surveillance,which offers technical support for researching motion characteristic and traffic behaviors of moving objects in traffic flow.Firstly,we predict the moving target state information of the former observation time by Kalman filter,and obtain the geometric center and the compactness of the object;then calculate the velocity and the compactness variety with matching errors between predicted values of the former time and observed values of the current time.From these step,we can achieve accurate,fast motion tracking results through recursive algorithm.In order to ensure the continuity and the stabilization in the tracking process,occlusion handling method based on gray model(GM(1,1)) is proposed.At last,we validate the proposed algorithm under different traffic scenes.Results show that the algorithm is robust and adaptive in multiple targets motion tracking even in the case of occlusion in real-time.
【Fund】: 国家“863”计划项目资助(2009AA11Z210);; 国家自然科学基金青年科学基金项目(50808092);; 吉林省科技发展计划项目(20080432)
【CateGory Index】: TP391.41
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2 LI Qi,SHAO Chun-fu,YUE Hao(MOE Key Laboratory for Urban Transportation Complex Systems Theory and Technology, Beijing Jiaotong University,Beijing 100044,China);Pedestrian Oriented Multi-Object Tracking Algorithm in Video Sequence[J];Transactions of Beijing Institute of Technology;2013-02
3 HU Shi MEI Xue ZHANG Jian ZHANG Ji-fa(College of Automation and Electrical Engineering,Nanjing University of Technology,Nanjing 210009,China);Moving Human Target Tracking and Contour Extraction with Weak Boundaries Based on Level Set Method[J];Computer Science;2012-05
4 WANG Xua,ZHANG Xue-huib,GE Xian-longb(a.College of Trade & Public Administration,b.College of Mechanical Engineering,Chongqing University,Chongqing 400030,China);Research on customs vehicle monitoring based on two-step targets tracking algorithm[J];Application Research of Computers;2012-01
5 ZHAO Dong-dong;FENG Yong-hao;ZHANG Bin;Information and Navigation Institute,Air Force Engineering University;;Video Monitoring Method Based on Fuzzy Reasoning[J];Science Technology and Engineering;2013-28
Chinese Journal Full-text Database 4 Hits
1 Lin Pei-qun Xu Jian-min(School of Civil Engineering and Transportation,South China University of Technology,Guangzhou 510640,Guangdong,China);Detection and Trajectory Tracking of Moving Vehicles in Complicated Traffic Scene[J];Journal of South China University of Technology(Natural Science Edition);2008-06
2 Li Zhi-hui~(1,2),Zhang Chang-hai~2,Qu Zhao-wei~1,Wang Dian-hai~1(1.College of Transportation,Jilin University,Changchun 130022,China;2.College of Computer Science and Technology,Jilin University,Changchun 130012,China);Background extraction model and shadow detection algorithm in traffic flow video detection[J];Journal of Jilin University(Engineering and Technology Edition);2006-06
3 Li Zhi-hui1,2,Zhang Chang-hai2,Qu Zhao-wei1,Wei Wei1,Wang Dian-hai1(1.College of Transportation and Traffic,Jilin University,Changchun 130022,China;2.College of Computer Science and Technology,Jilin University,Changchun 130012,China);Background initialization algorithm in traffic flow video detection[J];Journal of Jilin University(Engineering and Technology Edition);2008-01
4 Chang Hao-li,Shi Zhong-ke(School of Automation,Northwestern Polytechnical University,Xi'an 710072,Shaanxi,China);Method of moving pedestrian detection and tracking based on monocular vision technology[J];Journal of Traffic and Transportation Engineering;2006-02
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1 Li Jingfu Zhao Jinhui Long Zhijun Liu Shian(1 Chenzhou Vocational & Technical college,Chenzhou Hunan 423000,China;2 college of Polytechnic SCAU,Guangzhou guangdong,510642,China);Study on Agriculture Image Processing based on Discrete Wavelet Transform[J];Anhui Agricultural Science Bulletin;2007-03
2 LIU Li-bo (College of Mathematics & Computer Science, Ningxia University , Yinchuan 750021, China);Binary Image Skeleton Extract Based on Mathematical Morphology[J];Journal of Anqing Teachers College(Natural Science Edition);2004-01
3 L Ying-hua~1,NIU Shou-qiang~2(1.Sinosteel Anshan Research Institute of Thermo-Energy,Anshan 114044,China;2.Hebi Municipal Finance Bureau,Hebi 458030,China);Micrograph manipulation of metal-material based on MATLAB[J];Journal of Anshan University of Science and Technology;2006-03
4 SU Zhong,XIA Yan,WU Xi-bao(Beijing Information Technology Institute,Beijing 100101,CHN);Laser Measurement of Diameter Based on Computer Vision System[J];Semiconductor Optoelectronics;2008-01
5 WANG Huifeng1,LIU Yongkui1,WANG Dabao2(1.School of Electronic and Control Engineering,Chang'an University Xi'an 710064,CHN;2.Institute of Technology Physics,Xi'dian University,Xi'an 710071,CHN);Sub-pixel Detection Algorithm for Rule Targets Based on Wavelet Transform and Zernike Moments[J];Semiconductor Optoelectronics;2010-06
6 HU Yue-ming,QI Qi-feng,HAN Jia,YUAN Peng,WU Xin-sheng College of Automation Science and Engineering.South China University of Technology,Guangzhou 510640,China;High-Speed and High-Precision Image Recognition Algorithms of SMD-IC and Realizations[J];Semiconductor Technology;2005-11
7 HUO Yan,JING Tao,ZHANG Dezhen,FENG Yumin (School of Electronics and Information Engineering,Beijing Jiaotong University,Beijing 100044,China);Motion Block Compensation Algorithm Based on Characteristic of Pixel[J];Journal of Beijing Jiaotong University;2008-02
8 YANG Chang-qing~1,WANG Xiao-tong~1,XU Xiao-gang~2,JIN Liang-an~1,FU Jian-guo~1(1.Department of Navigation,Dalian Naval Academy,Dalian 116018,Liaoning,China;2.Department Automatization,Dalian Naval Academy,Dalian 116018,Liaoning,China);Novel Image Stabilization Technology Based on Soft-platform[J];Acta Armamentarii;2006-03
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10 LIU Ya-hui(Computer Center,Beijing Information Science and Technology University,Beijing 100192,China);A method of multi-camera calibration based on projective points[J];Journal of Beijing Information Science & Technology University;2012-02
China Proceedings of conference Full-text Database 10 Hits
1 LIU Ji-cheng~1 WANG Xi~1 WANG Zhong~1 LIU Ai-yong~2 1(Department of Information Engineering,Armored Force Engineering Institute,Beijing,100072,China) 2(Agricultural Bank of China,Shandong Branch,Jinan,250001,China);Research on Matrix of Camera Calibration Methods-Based Virtual Environment[A];[C];2003
2 Xue-Jing Song,Jia-Xue Liu,Ren-Biao Wu (Tianjin Key Laboratory of Advanced Signal Processing,Civil Aviation University of China,Tianjin 300300,P.R.China);Subsurface Hazard Identification of Airport Runway Using GPR[A];[C];2009
3 LIU Song-lin,chenjie,haoxiangyang,xiqin Institude of Surveying and Mapping,Information Engineering University,Zhenghou 450052,China;The design and Implementation of the Vision System for the weld defect detection and geometric measurement of the glass shell[A];[C];2009
4 ;机器视觉在钣金零件激光焊接中的应用[A];[C];2007
5 Qing XUE,Wenchao XU,Changwei ZHENG,Yonghong LIU Academy of Armoured Forces Engineering,Beijing,China,100072;Analysis of Virtual Visual Perception Factor Based on Bounded Rationality[A];[C];2011
6 Zhou Xuchao Tu Dawei Chen Yong Zhao Qijie (College of Mechatronics Engineering and Automation Shanghai University Shanghai 200072 China);Feature Detection of Head-on Vehicles at Night Based on Image Pyramid Optical Flowcalculation[A];[C];2009
7 ZHU Zong-lei,YIN Fu-liang (School of Information and Communication Engineering,Dalian University of Technology,Dalian,116023,China);Target Detection and Tracking System Based On Binocular Vision[A];[C];2010
8 Zhu Ming, Liu Wei, Hu Shuo (Image Processing Laboratory,changchun Institute of Optics Fine Mechanics and Physics,Chinese Academy of Sciences, Jilin Changchun 130033, China);High-performance Miniature Video Tracker Design and Implementation[A];[C];2005
9 DONG Yin-wen WANG Hang-yu LI Peng (School of Electronical Engineering Naval University of Engineering,Wuhan 430033);A Sub-edge Self-reinforces Algorithm for Extracting Edge in Noise Image[A];[C];2006
10 ;机器视觉在钣金零件激光焊接中的应用[A];[C];2007
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1 HU Zhen-hua, ZHENG Dong-liang (College of Engineering, Engineering University of PLA Air Force, Xi’an 710038, China);Evaluation for Equipment Technology Supporting Ability Based on Fuzzy Method[J];Ordnance Industry Automation;2008-01
2 ZHAO Gao-peng,BO Yu-ming,CHEN Yi(School of Automation,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China);A Method for Tracking Object in Infrared and Visible Image Based on Multiple Features[J];Acta Armamentarii;2011-04
3 LI Jing1,2,WANG Jun-zheng1,2,LIANG Shao-min1,2,SHEN Wei1,2(1.School of Automation,Beijing Institute of Technology,Beijing 100081,China;2.Key Laboratory of Complex System Intelligent Control and Decision,Ministry of Education,Beijing 100081,China);Method of Detecting Multiple Moving Object Based on Improved Level Set[J];Transactions of Beijing Institute of Technology;2011-05
4 XIE Yi,PEI Ming-tao,YU Guan-qun,SONG Xi(Lab of Intelligent Information,School of Computer Science,Beijing Institute of Technology,Beijing 100081,China);Incremental Learning Intensity and Contour Templates for Tracking Pedestrians on PTZ Camera Surveillance Platform[J];Transactions of Beijing Institute of Technology;2012-03
5 LI Hong-bo,ZENG De-long,WU Yu(Institute of Artificial Intelligence,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);A two-step multiple targets tracking algorithm based on Mean-Shift and particle filter[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2010-01
6 ZHANG Le-xing~1, LUO Zhi-zeng~2 (1. Dept of Computer, Hangzhou Teachers College,Hangzhou 310012, China; 2. Dept of Automation, Hangzhou Institute of Electronics Engineering, Hangzhou 310037, China);Improved algorithm of evidence and its application in data fusion[J];Journal of Transducer Technology;2004-04
7 WU Ying1,JIANG Wen2,WANG Dong1,DENG Yong1(1.School of Electronics and Information Technology,Shanghai Jiaotong University,Shanghai 200240,China;2.School of Electronics and Information Technology,Northwestern Polytechnical University,Xi'an 710072,China);Optimal combination of conflict evidence[J];Electric Machines and Control;2009-S1
8 Wang Aqin Yang Wankou Sun Changyin ( School of Automation,Southeast University,Nanjing 210096,China) ( Key Laboratory of Measurement and Control for Complex Systems of Engineering of Ministry of Education,Southeast University, Nanjing 210096,China);Scale adaptable mean shift object tracking based on image fragments[J];Journal of Southeast University(Natural Science Edition);2010-S1
9 Man Junfeng1 Li Qianqian2 Wen Xiangbing1(1School of Computer and Communication,Hunan University of Technology,Zhuzhou 412008,China)(2 Department of Information and Engineering,Hunan Chemical Vocation Technology College,Zhuzhou 412004,China);Recognition for changable human behaviors in video surveillance[J];Journal of Southeast University(Natural Science Edition);2011-03
10 SUN Quan,YE Xiu qing,GU Wei kang(Institute of Information and Communication Engineering,Zhejiang University,Hangzhou 310027,China);A New Combination Rules of Evidence Theory[J];ACTA ELECTRONICA SINICA;2000-08
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 CAO Xiao-Li;HUANG Zhen;XING Yu-Juan;Department of Computer Science,Lanzhou University of Arts and Science;;OBJECT TRACKING ALGORITHM BASED ON 2DPCA AND SPARSE REPRESENTATION[J];China Packaging Industry;2014-20
【Secondary Citations】
Chinese Journal Full-text Database 9 Hits
1 Li Zhi-hui~(1,2),Zhang Chang-hai~2,Qu Zhao-wei~1,Wang Dian-hai~1(1.College of Transportation,Jilin University,Changchun 130022,China;2.College of Computer Science and Technology,Jilin University,Changchun 130012,China);Background extraction model and shadow detection algorithm in traffic flow video detection[J];Journal of Jilin University(Engineering and Technology Edition);2006-06
2 WEI Lang, GAO Li-min, YU Qiang, ZHANG Wei School of Automobile, Chang'an University, Xi'an 710064,China;Fuzzy evaluating model of driver's road safety perception[J];Journal of Traffic and Transportation Engineering;2004-01
3 MA Wan-jing, LIN Yu, YANG Xiao-guang ducation, Tongji University, Shanghai 200092, China);Design method of pedestrian phases at multi-phase signal intersection[J];Journal of Traffic and Transportation Engineering;2004-02
4 ZHENG Chang-jiang~(1,2), WANG Wei~1, CHEN Shu-yan~1(1.School of Transportation, Southeast University, Nanjing 210096, China; 2.School of Transportation, Hohai University, Nanjing 210098, China);Coordination control of crossing pedestrian signal and crossroads signal[J];Journal of Traffic and Transportation Engineering;2004-04
5 HOU Zhi-Qiang+, HAN Chong-Zhao (Institute of Automation, School of Electronics and Information Engineering, Xi’an Jiaotong University, Xi’an 710049, China);A Background Reconstruction Algorithm Based on Pixel Intensity Classification[J];Journal of Software;2005-09
6 WANG Xiao-yuan~1, JUAN Zhi-cai~2, JIA Hong-fei~2, MENG Zhao-wei~1(1. School of Mathematics and Information Science, Shandong University of Technology, Zibo 255049, China; 2. School of Transportation, Jilin University, Changchun 130025, China);Summarization of car-following models based on security distance[J];Journal of Chang'an University(Natural Science Edition);2004-06
7 WANG Jian-jun, WANG Jun-feng, BI Ming-tao (Key Laboratory for Special Area Highway Engineering of Ministry of Education, Chang’an University, Xi’an 710064, China);Characteristics of traffic accidents on highway and expressway[J];Journal of Chang'an University(Natural Science Edition);2005-03
8 LIU Guang-ping, PEI Yu-long (School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin 150001, China);Study of calculation method of intersection delay under signal control[J];China Journal of Highway and Transport;2005-01
9 ZHANG Xiu jun 1) , GUO Xia 2) , JIN Xin yu 1) 1) (Department of Information Science and Electronical Engineering, Zhejiang University, Hangzhou 310027) 2) (Institute of Atmospheric Physics,Chinese Academic Sciences, Beijing 100029);The Pixel Labeled Algorithm with Label Rectified of Connecting Area in Binary Pictures[J];Journal of Image and Graphics;2003-02
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