A multispectral target tracking algorithm based on particle filter

Zhen-zhen Gao; Geng Zhang; Bing-liang Hu

doi:10.1117/12.2284791

24 October 2017 A multispectral target tracking algorithm based on particle filter

Zhen-zhen Gao; Geng Zhang; Bing-liang Hu

Author Affiliations +

Proceedings Volume 10462, AOPC 2017: Optical Sensing and Imaging Technology and Applications; 104622K (2017) https://doi.org/10.1117/12.2284791
Event: Applied Optics and Photonics China (AOPC2017), 2017, Beijing, China

Abstract

Target detection and tracking important in many applications including intelligent monitoring system, defense system and terminal guidance system. Aiming to solve the problem of simulated target tracking, this paper proposes an adaptive algorithm which uses the fusion of the spectral and morphological features of multispectral image to realize the target tracking based on the Particle Filter. Firstly, the target area is manually initialized in the multispectral image and the spectral and texture features of the target are extracted. Secondly, we build the adaptive tracking model of multiple features under the framework of Particle Filter. We validate the effectiveness of the proposed approach on the MATLAB platform. The results show that the proposed approach achieves accurate and stable multispectral target tracking in complex scenes by improving the efficiency of particles usage under defective tracking conditions, which is of great theoretical and practical values for the application of multispectral target tracking technology.

Citation Download Citation

Zhen-zhen Gao, Zhen-zhen Gao, Geng Zhang, Geng Zhang, Bing-liang Hu, Bing-liang Hu, } "A multispectral target tracking algorithm based on particle filter", Proc. SPIE 10462, AOPC 2017: Optical Sensing and Imaging Technology and Applications, 104622K (24 October 2017); doi: 10.1117/12.2284791; https://doi.org/10.1117/12.2284791

ACCESS THE FULL ARTICLE

PERSONAL SIGN IN
Full access may be available with your subscription

Email or Username Forgot your username?

Password Forgot your password?

Show

Remember Email/Username on this computer

Remember Password

No SPIE account? Create an account
or Institutional Sign In via Shibboleth

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $14.40

Non-members: $18.00 ADD TO CART

Keywords/Phrases

Search In:

Publication Years