Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Transactions of Beijing Institute of Technology》 2006-03
Add to Favorite Get Latest Update

Automatic Extraction of Moving Object in Video Sequences

GAO Li~(1,2),YANG Shu-yuan~2,LIANG Jun-li~(1,2),LI Hai-qiang~3(1.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China;2.Department of Digital System Integration Technique,Institute of Acoustics,CAS,Beijing 100080,China;3.Sonyericsson(China) R&D Center,Beijing 100102,China)  
On the base of combining change-detection-based segmentation approach and spatial edge information by Canny edge detection,an algorithm is proposed that a local contrast enhancement is applied to improve the contrast between the foreground object and background in the pre-processing stage,so that the contrast between the foreground and background is enhanced,and the problem caused by low contrast is solved.A filter was designed to remove a modicum of noise caused by contrast enhancement processing.Then for the complex background,the algorithm utilizes probability-based classification to accumulate the background information,which is needed by the original segmentation algorithm,and consequently realizes the capturing of the background information automatically;Finally,the paper proposed that three situations should be discussed in the process of accumulating background information,and the problem of part loss of the segment due to the object being still for a long time.The proposed algorithm is evaluated on several MPEG-4 test sequences and produces promising results.
【Fund】: 中国科学院海外杰出学者基金资助项目(E09JJ02)
【CateGory Index】: TN919.8
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 3 Hits
1 JI Teng-fei,WANG Shi-gang,ZHOU Qian,YANG Hong(College of Communication Engineering,Jilin University,Changchun 130012,China);Adaptive Algorithm of Video Object Segmentation Under Moving and Static Background[J];Journal of Jilin University(Information Science Edition);2007-01
2 HE Yan,WANG Hong-zhi(School of Computer Science & Engineering,Changchun University of Technology,Changchun 130012,China);Road target detection based on morphology[J];Journal of Changchun University of Technology(Natural Science Edition);2007-02
3 Wu Xiao-lan,Wang Shi-gang,Ji Teng-fei,Li Qiang(College of Communication Engineering,Jilin University,Changchun 130012,China);Video object extraction and its DSP realization based on multi-frame difference[J];Journal of Jilin University(Engineering and Technology Edition);2008-01
Chinese Journal Full-text Database 3 Hits
1 LUO\ Tao (Courage Image Processing Lab,Mathematical School,Peking University,Beijing\ 1008 71);Automatic Segmentation of Moving Objects for Head-shoulder Video Sequence[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;2000-05
2 Yang Li Zhang Hong Li Yushan (Institute of Electronic CAD, Xidian University, Xi'an 710071);Automatic Segmentation for Moving Objects in Video Sequences[J];Journal of Computer Aided Design & Computer Graphics;2004-03
3 WANG Lei, ZHANG Xu-dong (Dept. Electronic Engineering, Tsinghua University, Beijing 100084);Automatic Segmentation of Moving Objects in Video Sequences Using Multifeature[J];Journal of Image and Graphics;2003-11
Chinese Journal Full-text Database 10 Hits
1 ZHANG Xiao-bo,LIU Wen-yao,ZHANG Xiao-liCollege of Precision Instrument and Optoelectronics Engineering,Optoelectronics Information Science and Technology Laboratory,Ministry of Education,Tianjin University,Tianjin 300072,China;New Video Object Segmentation Method Based on Support Vector Machines[J];Chinese Journal of Sensors and Actuators;2007-09
2 CHEN Xiao-lu,YANG Jian-wei,YANG Jun,WANG Yue-ke(College of Mechatronics Engineering and Automation,National Univ.of Deference Technology,Changsha 410073,China);Research on the Ranging Algorithm for Low-altitude Radio Spread Spectrum Fuze[J];Journal of Projectiles,Rockets,Missiles and Guidance;2007-01
3 WANG Yu-jian,GAO Jian-po,WU Zhen-yang(College of Information Science and Engineering,Southeast University,Nanjing 210096,China);Video object segmentation by morphological filtering based on temporal and spatial information[J];Journal of Circuits and Systems;2007-05
4 YANG Wen-ming1,2, LIAO Qing-min1, Liu Ji-lin2 ( 1. Tsinghua-PolyU Biometric Joint Lab., Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China; 2. Institute of Information and Communication Engineering, Zhejiang University, Hangzhou 310027, China );An algorithm for automatic segmentation of video objects based on intra-frame image partition[J];Journal of Circuits and Systems;2008-03
5 Li Chunming~ 1,2 Li Yushan~ 1 Zhang Dapu~ 1 (1.Institute of Electronic CAD, Xidian Univ, Xi’an 710000; 2.College of Information Science and Technology , Heibei University of Science and Technology, Shijiazhuang, 050054, China);A Human Face Detection Method From Image Sequences[J];Journal of Electronic Measurement and Instrument;2006-03
6 Liu Hai-hua① Zhang Wu② Chen Xin-hao① Chen Ya-guang① ①(School of Electronics and Information Engineering, South-Central University for Nationalities, Wuhan 430074, China) ②(Institute of Acoustics, Chinese Academy of Sciences, Beijing 100080, China);Algorithm of Moving Object Segmentation Based on Fuzzy Clustering[J];Journal of Electronics & Information Technology;2006-09
7 HUANG Yong-li, CAO Dan-hua, WU Yu-bin (Department of Opto-Electronic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China);Segmentation of Motion Human Body Image in Real-Time Monitor System[J];Opto-electronic Engineering;2002-01
8 LAI Zuo-mei,WANG Jing-ru,ZHANG Qi-heng ( The Institute of Optics and Electronics, the Chinese Academy of Sciences, Chengdu 610209, China );Real-time target detection algorithm under complex open country scene[J];Opto-Electronic Engineering;2006-07
9 Xia Dingyuan;Zheng Jiyu Depart. of Radio Engineering;The Effect of Spur Suppression Ratio in Frequency-Hopped Communication Systems[J];Journal of Guilin University of Electronic Technology;1992-01
10 Xia Dingyuan Li Ying(Dept. of Radio Engineering);The Effect of Spur Number in Freguency—Hopped(FH) Communication Systems[J];Journal of Guilin University of Electronic Technology;1993-02
China Proceedings of conference Full-text Database 3 Hits
1 OU Yang Zhang Zongjie Department of Electronic Engineering,University of Science and Technology of Suzhou,Suzhou 215011,China;A New Method of Moving Object Detection[A];[C];2005
2 LI Xu-Jian+, FANG Sheng, LIANG Yong-Quan (College of Info Science & Eng., Shandong University of Science & Technology, Qingdao 266510, China);The Design and Implementation of Moving Object Extracting System for Video Surveillance[A];[C];2005
3 QI Ya-bin ZHOU Jun-hong ATR national lab, National University of Defense Technology, Changsha 410073, China;The Moving Object Detection Based on 2-D Maximum Entropy[A];[C];2007
Chinese Journal Full-text Database 10 Hits
1 WU Zhang-liang, HU Peng-hao, LU Rong-sheng, GONG Neng-gang (Sch of Inst and Instrumentation,Hefei University of Technology,Hefei 230009,China);Design method of structural parameters of binocular visual sensor[J];Journal of Transducer Technology;2005-03
2 Wang Ligong 1 Yu Yonghua 2 Jiang Xiaotong 1 Luo Limin 1 ( 1Department of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China) ( 2Department of Radiotherapy, Shandong Province Tumor Hospital, Jinan 250117,China);Snake model based automatic tracking method for image object contour[J];Journal of Southeast University (Natural Science Edition);2003-02
3 Yu Chengzhong Zhu Jun Yuan Xiaohui(Department of Automation Control Engineering,Southeast University, Nanjing 210096,China)(Jiangsu Institute of Technological Intelligence,Nanjing 210042,China);Video object detection based on background subtraction[J];Journal of Southeast University (Natural Science Edition);2005-S2
4 ;Survey of Image Segmentation Method[J];Computer Development & Applications;2005-03
5 Wang Dongsheng Li Zaiming (School of Communication and Information Engineering, UESTC, Chengdu 610054, Ch ina);Research and Implementation of A Video Object Segmentation Technology[J];Journal of Electronic Measurement and Instrument;2005-04
6 ZHANG Ze xu 1,LI Jin zong 1,LI Ning ning 2 (1 Dept of Electronic & Communication Engineering,Harbin Institute of Technology,Harbin,Heilongjiang 150001,China; 2 Beijing Spacecraft General Design Department,Beijing 100087,China);Detection of Moving Object Using a Fusion Method Based on Segmentation of Optical Flow Field and Edge Extracted by Canny's Operator[J];Acta Electronica Sinica;2003-09
7 GAO Zhi-wei,LIU Bing-han,WANG Wei-zhi(College of Mathematics and Computer Science,Fuzhou University,Fuzhou,Fujian 350002,China);Moving vehicles detection based on color edge[J];Journal of Fuzhou University(Natural Science Edition);2007-01
8 LIU Gang1,2,3, LIU Ming1, KUANG Hai-peng1, ZHAI Lin-pei1 (1. Changchun Institute of Optics, Fine Mechanics and Physics, the Chinese Academy of Sciences, Changchun 130022, China; 2. Aviation University of Air Force, Changchun, 130022, China; 3. Graduate School of the Chinese Academy of Sciences, Beijing 100039, China);Wavelet method for multi-target tracking in a moving background[J];Opto-electronic Engineering;2005-05
9 WU Bin, YANG Xueyou, XUE Ting, YE Shenghua ments,Tianjin University,Tianjin 300072,China);Technology of the On-field Calibration of a Stereo-visual Sensor Based on the 3-D Measuring Model[J];Journal of Optoelectronics.laser;2003-08
10 ZhangYunXiongRensheng (XianInstituteofOpticsandPrecisionMechanics,Xian710068);StudyandManufactureofHighAccuracyCCDTelevisionandTheodoliteSystemforCoordinatesMeasurementoftheExplodedBullets[J];Journal of Optoelectronics.laser;1999-03
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 LI Jie-wei, JI Xiao-yong (Department of Electronics Science and Engineering, Nanjing University, Nanjing 210093, China);Stereo Image Coding System Based on Joint Prediction[J];Video Engineering;2009-04
2 LI Xiao-jun1,YAO Chi-fu21.Computer Department of Shanghai Industrial & Commercial Foreign Language College,Shanghai 201300,China 2.Computer and Information College of Shanghai Second Polytechnic University,Shanghai 201209,China;Improved segmentation algorithm of moving objects based on background reconstruction[J];Computer Engineering and Applications;2009-27
【Secondary Citations】
Chinese Journal Full-text Database 6 Hits
1 LIU Dang-hui, SHEN Lan-sun (Signal & Information Processing Laboratory, Beijing Polytechnic University, Beijing 100022, China);Survey on the Segmentation of Moving Object in Video[J];Journal of Circuits and Systems;2002-03
2 Liu Minggang Hou Chaohuan (Dept. of Integrated Digital System, Inst. of Acoustics, CAS, Beijing 100080, China);AUTOMATIC SEGMENTATION AND TRACKING OF MOVING OBJECT[J];Journal of Electronics and Information Technology;2002-08
3 YU Shui MA Fan-Yuan (Department of Computer Science & Engineering, Shanghai Jiaotong University, Shanghai 200030);Medical Image Segmentation Method Based on Information Fusion[J];Journal of Computer Aided Design & Computer Graphics;2001-12
4 Wu Zhengping\ Bu Jiajun Chen Chun (College of Computer Science, Zhejiang University, Hangzhou\ 310027) (Arcsoft Multimedia Research Center, Zhejiang University, Hangzhou\ 310027);Dynamic Programming Based Video Segmentation[J];Journal of Computer Aided Design & Computer Graphics;2002-08
5 WANG Chun bo, ZHANG Wei dong, ZHANG Wen yuan, XU Xiao ming (Dept. of Automation, Shanghai Jiaotong Univ., Shanghai 200030, China);Vision-Based Vehicles Detection in Complex Traffic Scenes[J];Journal of Shanghai Jiaotong University;2000-12
6 HAN Jun, XIONG Zhang, SUN Wen yan, GONG Sheng rong (Beijing University of Aeronautics and Astronautics, Dept. of Computer Science and Engineering, Beijing 100083);A Method for Implementation of Automatic Segmenting and Tracking of Video Moving Objects[J];Journal of Image and Graphics;2001-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved