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《Opto-Electronic Engineering》 2010-01
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Scale and Direction Adaptive Locating of Video Moving Objects with Subtractive Clustering

SUN Zhi-hai1,2,KONG Wan-zeng1,ZHU Shan-an2 ( 1. College of Computer Science,Hangzhou Dianzi University,Hangzhou 310037,China; 2. College of Electrical Engineering,Zhejiang University,Hangzhou 310027,China )  
To overcome the problem that the common subtractive clustering object locating method could not acquire video object's scale and orientation parameters,an improved subtractive clustering object locating algorithm,that is called the scale and direction adaptive locating of video moving objects with subtractive clustering algorithm,is proposed. The proposed method first uses common subtractive clustering locating method to acquire video object position and moving object number of each frame. Then,the proposed algorithm uses fuzzy C-means clustering algorithm to further cluster the moving object foreground pixel samples. Finally,matrix analysis theory for calculating eigenvalues and eigenvectors of covariance matrix is applied to compute the object scale and orientation parameters. Experiment results show that the proposed object locating algorithm could obtain much more reasonable video object locating results.
【Fund】: 浙江省重大科技专项(优先主题工业项目)资助项目(2008C11108-1 2008C13076);; 浙江省自然科学基金项目(Y1080883)
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 SUN Zhi-hai,KONG Wan-zeng,ZHU Shan-an ( College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China );Moving Object Location in Video Sequences Based on Subtractive Clustering Algorithm[J];Opto-Electronic Engineering;2008-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DUAN Qun-jie1,2,ZHANG Ming-jun1(1.College of Mechanical and Electrical Engineering,Harbin Engineering University,Harbin 150001,Heilongjiang,China;2.College of Mechanical Engineering,Jiamusi University,Jiamusi 154007,Heilongjiang,China);Design of Motion Planner Based on Subtraction Clustering and Adaptive Fuzzy Neural Network[J];Acta Armamentarii;2007-12
2 HUANG Xiao-li (Huangzhou electronic ingineering institute,Huangzhou  310012,China);Practical Analysis of Factors Affecting Capital Structure of Quoted Companies of Our Country[J];Commercial Research;2001-12
3 LI Jian-ping, YU Jian-xing, TIAN Jia (College of Civil Engineering, Tianjin University, Tianjin 300072, China);Fault tree analysis method and its application based on fuzzy reasoning[J];Ship Engineering;2009-01
4 SONG Shuo(College of Science,Wuhan University of Science and Technology,Wuhan 430065,China);The Analysis as to the Situation of Our National High Education[J];Computer Knowledge and Technology;2009-04
5 Kong Wanzeng1,2 Li Yunhan1 Zhu Shan'an1 (1. College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China;2. School of Computer Science, Hangzhou Dianzi University, Hangzhou 310018, China);Approach of face detection based on pose calibration[J];Journal of Electronic Measurement and Instrument;2009-01
6 PAN Zhong ming (College of Mechatronics Engineering and Automation, National Univ of Defense Technology, Changsha 410073, China);Adaptive Control System for Automotive Braking Aid[J];Journal of National University of Defense Technology;2001-05
7 ZHU Xiao-lei WU Shuo-xian(School of Architecture,South ChinaUniversity of Technology, Guangzhou,Guangdong Province 501640)[;Planning Decision on Subjective Evaluationof Built Environment with a Case of Evaluat-ing Lotus-Flower Pedestrian Street inZhuHai,GuangDong[J];Planners;2002-09
8 WANG Xiaorui1,2,WANG Yuanhan2,ZHANG Shihai1 (1.Nanyang Institute of Technology,Nanyang Henan 473004,China;2.School of Civil Engineering and Mechanics,Huazhong University of Science and Technology,Wuhan Hubei 430074,China);Study on Synthetic Judge System of Fuzzy Reasoning Applied to Intellectual Classification of Tunnel Surrounding Rock[J];Journal of Highway and Transportation Research and Development;2009-03
9 BAO Ju-min,TANG Liang-bao(Department of Electronic Machinery and Transportation Engineering, Guilin University of Eletronic Technology,Guilin 541004,China);Adaptive PID controller based on fuzzy neural network[J];Optical Technique;2006-S1
10 Tian Junzhong (Editorial Department,Journal of Guyuan Teachers' College,China.756000);The Current Development of Least Square Estimate[J];Journal of Guyuan Teachers College;1998-06
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