DocumentCode
620042
Title
High-precision maneuvering target contour tracking method based on Kalman filtering algorithm
Author
Jixiang Li ; Hao Fang ; Wenjie Chen ; Mingjun Jiang
Author_Institution
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
fYear
2013
fDate
25-27 May 2013
Firstpage
2041
Lastpage
2045
Abstract
This paper presents a high-precision maneuvering target contour tracking method based on Kalman filtering algorithm for video, against to the requirement to express the target contour accurately in engineering , and the fact that presently most of target tracking methods in video are not precise, target is easy to lose. By compensating the priori state error in update process of Kalman filtering algorithm, the method in this paper can track the target contour which occasionally moves sharply, especially it is suitable for the condition that target outline is clear against background. This method provides an approach to get target contour as well as internal information precisely, and has practical value in engineering. By the analysis of experiment, when severe maneuvering of the target happens or in the environment where there is background contour interference, the method can still track the target contour accurately, in addition it is easy to implement and has good real-time performance.
Keywords
Kalman filters; target tracking; video signal processing; Kalman filtering algorithm; background contour interference; high-precision maneuvering target contour tracking method; video; Error compensation; Filtering algorithms; Interference; Kalman filters; Noise; Target tracking; Vectors; Kalman Filtering; Priori State Error Compensation; Target Contour Tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location
Guiyang
Print_ISBN
978-1-4673-5533-9
Type
conf
DOI
10.1109/CCDC.2013.6561271
Filename
6561271
Link To Document