DocumentCode
497445
Title
A Novel Strategy for Visual Tracking and Visual Information Extraction
Author
Liu, Zhiyuan ; Lee, Bingbing ; Lee, Kai ; Jiang, Jing ; Lee, Meng ; Qiu, Jiejun
Author_Institution
No. 49 Res. Inst., China Electron. Technol. Corp., Harbin, China
Volume
2
fYear
2009
fDate
11-12 April 2009
Firstpage
475
Lastpage
478
Abstract
A novel strategy for the visual tracking and the information extracted problem is proposed which is for the case of maneuvering target. The strategy contains two methods. One is used to tracking, and the other one is used to extract the information of the vehicle. A non-linear estimation method using the particle filter to track objects is presented. During the tracking, a great deal of vehicle information is extracted at the same time, such as the type and velocity of vehicle. An improved Fisher linear discriminate is proposed to extract the license plate. By experiments, this strategy is proved much effectively, and the accuracy of tracking is improved greatly.
Keywords
image motion analysis; information retrieval; object detection; particle filtering (numerical methods); principal component analysis; traffic engineering computing; Fisher linear discriminate; automatic traffic monitoring; motion detection; nonlinear estimation method; particle filter; principal component analysis; visual information extraction; visual tracking; Biomedical imaging; Data mining; Filtering; Licenses; Motion detection; Particle filters; Roads; Sensor fusion; Target tracking; Vehicles; Particle filtering; Tracking; Visual information processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Measuring Technology and Mechatronics Automation, 2009. ICMTMA '09. International Conference on
Conference_Location
Zhangjiajie, Hunan
Print_ISBN
978-0-7695-3583-8
Type
conf
DOI
10.1109/ICMTMA.2009.508
Filename
5203475
Link To Document