Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Science》 2008-07
Add to Favorite Get Latest Update

Fast Algorithm for Video Tracking Based on Adaptive Hybrid Difference

SHI Shi-xu ZHENG Qi-lun HUANG Han(Institute of Computer Science,South China University of Tech,Guangzhou 510640,China)  
Background modeling is an important technique for video tracking.Recently,there have been two popular methods of Background modeling:statistical model and image difference.However,the computational effort of model is too large,and the method cannot be used to analyze fast-moving rigid objects.Image difference easily causes shadow of the overlapped objects so that the shape of tracking objects cannot be clear.Furthermore,a manual threshold parameter is necessary to image difference.Adaptive hybrid difference(AHD) algorithm is proposed as an improvement of the methods.AHD algorithm uses a hybrid difference strategy to optimize the image partition and runs with an adaptive threshold setting based on Gaussian distribution.The experimental results indicate that AHD algorithm performs better and more steadily than the popular methods in the background modeling of fast-moving rigid objects.
【Fund】: 广东省自然科学基金项目(编号:07006474)
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 3 Hits
1 Shi Hua1, Li Cuihua1, Wei Fengmei2, and Wang Huawei1 1(Department of Computer Science, Xiamen University, Xiamen 361005) 2(Department of Automation, Xiamen University, Xiamen 361005);Moving Object Tracking Based on Location and Confidence of Pixels[J];Journal of Computer Research and Development;2005-10
2 FU Ping1,FANG Shuai2,XU Xinhe 1,XUE Dingyu1(1.Institute of Artificial Intelligence and Robotics,Northeastern University,Shenyang 110004;2.School of Computer & Information,Hefei University of Technology,Hefei 230009);Approach for Shadow Removal of Moving Object Detection in Surveillance System[J];Computer Engineering;2007-10
3 ZUO Jun-Yi~1 PAN Quan~1 LIANG Yan~1 ZHANG Hong-Cai~1 CHENG Yong-Mei~1 1.College of Automation,Northwestern Polytechnical University,Xi'an 710072;Model Switching Based Adaptive Background Modeling Approach[J];Acta Automatica Sinica;2007-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Hong-Qun,SUN Hong-wei (Hefei University of Technology,Hefei 230009,China);Detection of Moving Objects Based on Background Modeling[J];Computer Knowledge and Technology;2008-22
2 DING Zhong-xiao(Zhej iang Police Vocational Academy,Hangzhou 310018,China);Survey on Moving Object Detection Methods for Video Surveillance Images[J];Video Engineering;2008-05
3 XIN Hui-jie,LIU Ming-cai,MU Lian-yong,YU Yu-hai,WANG Wei(College of Computer Science & Engineering,Dalian Nationalities University,Dalian Liaoning 116605,China);A Moving Shadow Detection Method based on Shadow Properties[J];Journal of Dalian Nationalities University;2010-03
4 SHI Shi-xu1,2,ZHENG Qi-lun1,HUANG Han1,JIA Xi-ping1 1.College of Computer Science and Engineering,South China University of Technology,Guangzhou 510640,China 2.Guangdong Xinyue Communication Investment Corporation Limited,Guangzhou 510410,China;Vehicle breaking detection on express way based on particle filter algorithm[J];Computer Engineering and Applications;2008-34
5 SHI Shi-xu1,2,ZHENG Qi-lun1,CAO Bo1(1.College of Computer Science and Engineering,South China University of Technology,Guangzhou 510640;2.Guangdong Xinyue Communication Investment Corporation Limited,Guangzhou 510410);Vehicle Video Tracking System Based on Region[J];Computer Engineering;2008-17
6 CUI Xing,YAN Qing-dong(School of Mechanical & Vehicular Engineering,Beijing Institute of Technology,Beijing 100081,China);Multi-scale variable template target detection in image sequence based on lifting scheme[J];Application Research of Computers;2007-12
7 LING Zhi-gang,ZHAO Chun-hui,LIANG Yan,PAN Quan,WANG Yan (College of Automation,Northwestern Polytechnical University,Xi'an 710072,China);Survey on vision-based human action understanding[J];Application Research of Computers;2008-09
8 Zhao Chunhui,Zhang Hongcai,Niu Enguo(College of Automation,Northwestern Polytechnical University,Xi'an 710072,China);Design of Object Tracking System Based on Multiple Cameras[J];Computer Measurement & Control;2008-01
9 XU Xiaoyu1, WANG Hong2, GUAN Yudong2, BAO Haibin3, HAN Ti2, XU Xiao21. Program Production Department, Heilongjiang TV Station, Harbin 150001, China 2. Information and Communication Engineering Institute, Harbin Institute of Technology, Harbin 150001, China 3. The Second Detachment, PKA Army Troop 65053, Dalian 116031, Liaoning Province, China;Removal of Image Shadow Using an Adaptive Method[J];Science & Technology Review;2008-14
10 LIU Shao-Hua ZHANG Mao-Jun XIONG Zhi-Hui CHEN-Wang 1.College of Information System and Management,National University of Defense Technology,Changsha 410073;A Robust and Efficient Video Moving Object Detection and Tracking Algorithm[J];Acta Automatica Sinica;2009-08
China Proceedings of conference Full-text Database 2 Hits
1 WU Yuan LI Ning LIU Miao-miao (College of Information Science and Technology,Nanjing University of Aeronautics & Astronautics,Nanjing,210016);Moving Vehicle Detection Based on Fast Level Set Method[A];[C];2006
2 WANG Hong Qun(Anhui vocational college of police officers);Detection of moving Objects by a Restraining the Influence of Changing Beam[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 WANG Yun-qiong, YOU Zhi-sheng, LIU Zhi-fang (Institute of Image and Graphics, Sichuan University, Chengdu 610064, China);Vehicle shadow segmentation method based on spatial characteristics[J];Opto-electronic Engineering;2003-02
2 Yang Wei,Zhang Tianwen, and Shi Haifeng (Department of Computer Science and Engineering,Harbin Institute of Technology,Harbin 150001);A FAST CLUSTERING ALGORITHM FOR THRESHOLDED IMAGE SEGMENTATION[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1998-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved