Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Electronic Measurement and Instrument》 2008-04
Add to Favorite Get Latest Update

Adaptive Detection Method for Mobile Object

Lu Hong1,2 Fei Shumin1 Zheng Jianyong3(1.School of Automation,Southeast University,Nanjing 210096 China;2.School of Automation,Nanjing Institute of Technology,Nanjing 211167 China;3.School of Electrical Engineering,Southeast University,Nanjing 210096,China)  
In video based ITS(intelligent traffic system),background update and object detection are directly affected by the light reflection of bus coping and background occlusion.In this paper,the disadvantage of normal update and background subtraction techniques is analyzed,and an adaptive method for detecting mobile object is proposed.The color background image is reconstructed by calculating the maximum probability grayscale using grey-histogram.Inter-frame image difference and average methods are combined to adaptively update background and reliably estimate the background covered by dynamic objects.According to the approximation degree of current frame and background at each pixel,the adaptive threshold is selected and the objects are detected.And the area thresholds decided by depth of field are introduced to eliminate noise effect.In experiment,the detection effects for several update methods were compared and the results show that the new method proposed in this paper can perfectly detect dynamic objects,improve background update effect and decrease update frequency.
【Fund】: 国家自然科学基金资助项目(编号:60574006)
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 6 Hits
1 Cheng Wangbin1 Chen Jin1 Chen Xin2(1.School of Information and Communication Engineering,Hunan Institute of Science and Technology,Yueyang 414006,China;2.Yueyang Chairman Electronics Co.,Ltd,Yueyang 414000,China);Application of new radio induction technology to position detection[J];Journal of Electronic Measurement and Instrument;2010-04
2 Zhang Qingmiao1) Li Peng2) Zhao Yong3) He Baofu3) Sun Yu4)(No.16 Brigade of Graduate,Air Defense Force Command Academy1),Zhengzhou 450052)(Ministerial Key Laboratory of JGMT.Nanjing University of Science and Technology2),Nanjing 210094)(Arm Technology Center.Air Defense Forces Command Academy3),Zhengzhou 450052)(No.2 Reserve Anti-aircraft Division of Liaoning4),Yingkou 115000);Research on Detection Algorithm of Moving Object Based on OpenCV[J];Ship Electronic Engineering;2010-07
3 WANG Ling (School of Communications,Shandong Normal University,Ji′nan,250014,China);Vehicle Detection Algrithm Based on Edge Histogram Feature[J];Modern Electronics Technique;2009-14
4 Liu Ding,Yang Yanxi,Zhao Dou(Xi’an University of Technology,Xi’an 710048,China);Improved PIC algorithm of background reconstruction and a new method of detecting moving object[J];Chinese Journal of Scientific Instrument;2010-04
5 Zhou Xuchao, Tu Dawei, Chen Yong, Zhao Qijie, Zhang Yicheng(School of Mechatronics Engineering and Automation, Shanghai University, Shanghai 200072, China);Moving object detection under dynamic background based on phase-correlation and differential multiplication[J];Chinese Journal of Scientific Instrument;2010-05
6 Zhao Haiyong, Liu Zhijing, Zhang Hao(School of Computer, Xidian University, Xi’an 710071, China);Segmentation of multiple moving targets based on modified C-V model[J];Chinese Journal of Scientific Instrument;2010-05
【Citations】
Chinese Journal Full-text Database 4 Hits
1 JIANG Gang-yi1,2, YU Mei1, YE Xi-en1, LIU Xiao 1 (1. Institute of Circuits and Systems, Ningbo University, 315211, China; 2. National Lab.on Machine Perception, Peking University, Beijing 100871, China);New Method of Vision Based Vehicle Tracking and Traffic Parameter Estimation[J];Journal of Circuits and Systems;2001-04
2 SONG Sheng-li,LIU Dang-hui,ZENG Luan(The Academy of Equipment Command and Technology,Beijing 101416,China);A Moving Object Detection Algorithm in Video Surveillance[J];Measurement & Control Technology;2006-05
3 WANG Sheng-nan~1,YU Mei~(1,2), JIANG Gang-yi~(1, 2) (1.College of Information Science & Engineering, Ningbo University, Ningbo Zhejiang 315211, China;2. State Key Laboratory of Machine Perception, Peking University, Beijing 100871, China);Review on Vehicle Detection and Tracking Techniques Based on Video Processing in Intelligent Transportation Systems[J];Application Research of Computers;2005-09
4 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
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DONG Wen-ming1,WU Le-hua1,JIANG De-lei2(1.Signal and Information Processing Lab,Chongqing Communication Institute,Chongqing 400035,P.R.China;2.Image Communication Lab,Chongqing Communication Institute,Chongqing 400035 P.R.China);Moving object detection algorithm based on background reconstruction[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2008-06
2 XIE Jian-bin, YAN Wei, LIU Tong, LI Pei-qin (College of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China);Approach for ROI Location in Traffic Surveillance Video[J];Video Engineering;2008-01
3 Bai Cong Kou Chao Chen Quanlin(School of communication and information engineering,Shanghai University,Shanghai 200072);Novel method of vehicle edge detection based on moving difference[J];Electronic Measurement Technology;2008-11
4 GUO Jian (Department of Information Technology of Xiamen Ocean College,Xiamen 361012,China);Moving objects detection based on spatial-temporal information[J];Application of Electronic Technique;2007-08
5 ZHANG Ling,YEHai-bing,HE Wei(College of Communication Engineering , Chongqing University , Chongqing 400030, China);Improved Vehicle Detection Algorithm Based on Edge Information[J];Journal of Chongqing University(Natural Science Edition);2004-11
6 YANG Jian-ping,LIU Bing-han(College of Mathematics and Computer Science,Fuzhou University,Fuzhou,Fujian 350002,China);Video-based automatic system for traffic parameters Abstraction[J];Journal of Fuzhou University(Natural Science Edition);2007-06
7 SONG Shi-jun1,2, SHI Lai-de1, QIAO Cai-feng3, HE Zhong2(1.School of Mechanical Engineering,Tongji University,Shanghai 200092, China;2. Postdoctor Working Station,Guangdong Welsun Group Co Ltd, Shunde 528303, China;3. School of Mechanical & Electronic Engineering, Shandong Jianzhu University, Jinan 250101, China);Feature recognition of distantly-viewed trees in natural scenery[J];Chinese Journal of Construction Machinery;2007-02
8 QI Mei-bin,AN Bao-lei,JIANG Jian-guo(School of Computer and Information,Hefei University of Technology,Hefei Anhui 230009,China);Algorithm of Background Updating Based on the Instruction of Motion Division[J];Journal of Engineering Graphics;2008-02
9 YU Mei1, WANG Sheng-nan1, JIANG Gang-yi1,2 (1. College of Information Science and Engineering, Ningbo University, Ningbo 315211, China; 2. State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China);Method for detecting and tracking vehicles in complex traffic scene[J];Opto-electronic Engineering;2005-02
10 WEI Zi-fu,BI Du-yan,ZHANG Ming,HE Lin-yuan(Engineering College,Air Force Engineering University,Xi’an 710038,China);Segmentation of Multiple Moving Targets Based on Background Reconstruction and Level Set[J];Opto-Electronic Engineering;2009-07
China Proceedings of conference Full-text Database 4 Hits
1 ZOU Yue-xian1 +, WANG Yi-yan1, GUAN PEI2, YANG HUA2, CHEN Wei-rong2 1 Peking University Shenzhen Graduate School, Key Laboratory of Integrated Microsystems, Guangdong Shenzhen 518055, China; 2 Southwest Jiaotong University, National Power Traction Laboratory, Sichuan Chengdu 610031, China;The study of video-based vehicle detection technology in the complex scenes[A];[C];2008
2 Li Chunyu Zhao Huiqun School of Information and Engineering,North China University of Technology,Beijing,100041;The Application of Motion Detection Technology in the Detection of Movement of Table Tennis in Images Taken by High-speed Camera[A];[C];2007
3 Yang Hua~1 Zou Yuexian~2 Liu Zhigang~1 Shi Guangyi~2 Guan Pei~1 Wang Yiyan~2 (1 Southwest Jiaotong University,Traction Power State Key Laboratory Chengdu 610031 China; 2 Shenzhen Graduate School of Peking University Key Laboratory of Integrated Microsystems Shenzhen 518055 China);Study on Video-based Vehicle Tracking Techniques in Complex Traffic Scenes[A];[C];2008
4 Hou Zhiqiang Zhang Qun (School of Telecommunication Engineering Air Force Engineering University Xi'an 710077 China);An Effective Background Reconstruction Algorithm in Image Sequence Analysis[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LU Yu1,2,ZHU Hao1,2,WU Qin-zhang1(1.Institute of Optics and Electronics,Chinese Academy of Sciences,Chengdu 610209,CHN;2.Graduate School of Chinese Academy of Sciences,Beijing 100039,CHN);A Novel Optical Flow Algorithm Based on Background Registration[J];Semiconductor Optoelectronics;2008-01
2 ;The magnetic-field analysis of rectangular coil[J];Sensor World;2003-02
3 Chen Jin (Hunan Institute of Science and Technology);Automatic Positioning Control of Job Locomotive[J];Electrotechnical Application;2006-05
4 XIAO Bao-jin 1, ZHU Tian-long 1(1.Taiyuan University of Technology,Taiyuan 030024,China);High Resolution Location-inspecting Principle and Application[J];Journal of Electric Power;2004-03
5 Chen Jin(The department of computer and information engineering,Hunaninstitute of science and technology, Yueyang 414006, China);Principle and implementing of position detection at fixed station by induction radio[J];Journal of Electronic Measurement and Instrument;2009-01
6 ZHU Hui 1,2,LI Zai-ming 1,CAI Yi 2 (1.School of Communication and Information Engineering,UEST of China,Chengdu,Sichuan 610054,China; 2.Sichuan Mobile Communication Company Limited,Chengdu,Sichuan 610081,China);Spatio-Temporal Video Segmentation Based on the Generation of Motion Window[J];Acta Electronica Sinica;2004-03
7 Yang Li Li Yu-shan Liu Yang Zhang Da-pu (The Institute of Electronic CAD, Xidian Univ , Xi'an 710071, China);Detection Contours of Multiple Moving Objects with Complex Background[J];Journal of Electronics and Information Technology;2005-02
8 WEI Zi-fu,BI Du-yan,ZHANG Ming,HE Lin-yuan(Engineering College,Air Force Engineering University,Xi’an 710038,China);Segmentation of Multiple Moving Targets Based on Background Reconstruction and Level Set[J];Opto-Electronic Engineering;2009-07
9 Liu Guixi Shao Mingli Liu Xianhong Zhu Dongbo(Department of Automation,Xidian University,Xi'an 710071);Video Moving Object Auto-Extraction in Real Scene[J];Acta Optica Sinica;2006-08
10 ZHU Tian-long(College of Computer and Information Technology,Henan Normal University Xinxiang 453007,Chia);Design of Coke Oven Three Vehicles Controlling System Based on Wireless Induction[J];Journal of Henan Mechanical and Electrical Engineering College;2008-03
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 YANG Hong (College of Electronic Engineering,Xi'an University of Post and Telecommunications,Xi'an 710061,China);Design of Digital Image Histogram Equalization Based on CCS[J];Modern Electronics Technique;2010-08
【Secondary Citations】
Chinese Journal Full-text Database 8 Hits
1 JIANG Gang-yi1,2, YU Mei1, YE Xi-en1, LIU Xiao 1 (1. Institute of Circuits and Systems, Ningbo University, 315211, China; 2. National Lab.on Machine Perception, Peking University, Beijing 100871, China);New Method of Vision Based Vehicle Tracking and Traffic Parameter Estimation[J];Journal of Circuits and Systems;2001-04
2 ZHANG Wen tao,LI Xiao feng,LI Zai ming (Dept.of Communication and Information,UESTC,Chengdu 610054,China);Motion Analyses under High Speed Dense Visual-Target Scenes[J];ACTA ELECTRONICA SINICA;2000-10
3 WANG Chun Bo ZHANG Wei Dong XU Xiao Ming (Department of Automation, Shanghai Jiaotong Univ., Shanghai 200030, China);VISION-BASED MOVING VEHICLES DETECTION IN INTELLIGENT TRANSPORTATION SYSTEMS[J];Journal of Infrared and Millimeter Waves;2001-02
4 CEN Feng QI Fei-Hu CHEN Mao-Lin (Department of Computer Science & Engineering, Shanghai Jiaotong University, Shanghai 200030, China);MULTI-DISTRIBUTION MODEL FOR BACKGROUND SUBTRACTION IN LONG-TERM VIDEO SURVEILLANCE SYSTEM[J];Journal of Infrared and Millimeter Waves;2002-01
5 Yu Mei Jiang Gangyi (Institute of Circuits and Systems,Ningbo University, Ningbo 315211) Yu Bokang (Hangzhou Institute of Electronics Engineering, Hangzhou 310037);Application of Computer: Vision in Intelligent transportation Systems[J];Computer Engineering and Applications;2001-10
6 PAN Jinhui, LIAO Qingmin, LIN Xinggang (Department of Electronic Engineering; State Key Laboratory on Microwave & Digital Communications; State Key Laboratory of Intelligent Technology and Systems, Tsinghua University, Beijing 100084, China);Automatic extraction of moving object in video sequences[J];Journal of Tsinghua University(Science and Technology);2001-Z1
7 YU Sheng sheng, XIAO De gui, ZHOU Jing li, JIANG Gang (School of Computer Science and Technology,Huazhong University of Science and Technology, Wuhan 430074,China);Adaptive Background Subtraction Algorithm[J];Mini-micro Systems;2003-07
8 Yu Mei 1,2 Jiang Gangyi 1,2 He Sailong 1 1 (Institute of Circuits and Systems,Ningbo University,Ningbo 315211,China) 2 (National Key Laboratory of Machine Perception,Peking University,Beijing 100871,China);Land Mark Based Method for Vehicle Detection and Counting from Video[J];Chinese Journal of Scientific Instrument;2002-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved