High-precision maneuvering target contour tracking method based on Kalman filtering algorithm

Jixiang Li, Hao Fang, Wenjie Chen, Mingjun Jiang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Citations (Scopus)
Plum Print visual indicator of research metrics
  • Citations
    • Citation Indexes: 3
  • Captures
    • Readers: 7
see details

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.

Original languageEnglish
Title of host publication2013 25th Chinese Control and Decision Conference, CCDC 2013
Pages2041-2045
Number of pages5
DOIs
Publication statusPublished - 2013
Event2013 25th Chinese Control and Decision Conference, CCDC 2013 - Guiyang, China
Duration: 25 May 201327 May 2013

Publication series

Name2013 25th Chinese Control and Decision Conference, CCDC 2013

Conference

Conference2013 25th Chinese Control and Decision Conference, CCDC 2013
Country/TerritoryChina
CityGuiyang
Period25/05/1327/05/13

Keywords

  • Kalman Filtering
  • Priori State Error Compensation
  • Target Contour Tracking

Fingerprint

Dive into the research topics of 'High-precision maneuvering target contour tracking method based on Kalman filtering algorithm'. Together they form a unique fingerprint.

Cite this

Li, J., Fang, H., Chen, W., & Jiang, M. (2013). High-precision maneuvering target contour tracking method based on Kalman filtering algorithm. In 2013 25th Chinese Control and Decision Conference, CCDC 2013 (pp. 2041-2045). Article 6561271 (2013 25th Chinese Control and Decision Conference, CCDC 2013). https://doi.org/10.1109/CCDC.2013.6561271