Target tracking using multiple templates based on maximum pixel count criterion

Jie Pu; Zhenming Peng; Yang Yong

doi:10.1117/12.981859

30 November 2012 Target tracking using multiple templates based on maximum pixel count criterion

Jie Pu, Zhenming Peng, Yang Yong

Proceedings Volume 8558, Optoelectronic Imaging and Multimedia Technology II; 85581F (2012) https://doi.org/10.1117/12.981859
Event: Photonics Asia, 2012, Beijing, China

Abstract

Usually, we use a single template in traditional template matching. But single template is affected easily by geometric distortion. The distortion of some pixels would affect the whole template. For solving the problem, in this paper we divide the original template into five small templates. The small template has fewer pixels than the original template; geometric distortion just affects the relevant small template. We match the other templates with the image by a new matching method based on the improved maximum pixel count (MPC) criterion which considers not only the number of similar points but the error value. Experimental results demonstrate that the method proposed in this paper has better accuracy, precision, robust.

Citation Download Citation

Jie Pu, Zhenming Peng, and Yang Yong "Target tracking using multiple templates based on maximum pixel count criterion", Proc. SPIE 8558, Optoelectronic Imaging and Multimedia Technology II, 85581F (30 November 2012); https://doi.org/10.1117/12.981859

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

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