NDLI: Correlation tracking algorithm based on adaptive template update

Content Provider	IEEE Xplore Digital Library
Author	Zhuojin Pan Xiujuan Wang
Copyright Year	2010
Description	Author affiliation: School of Computer Science, Shenyang Aerospace University, Shenyang, China (Zhuojin Pan; Xiujuan Wang)
Abstract	Aiming at the common problem of target changing and partial occlusion in the process of infrared dynamic tracking, a weighted function based on the distance of each pixel to the template center is put forward. And the traditional mean absolute difference (MAD) algorithm is improved to solve the interference. For template update we introduce an adaptive template update strategy which can adaptively correct template through the analysis of current frame matching coefficient and the gray scale information of the template edge. The experimental results show that our algorithm not only maintains the low computational complexity of MAD algorithm but also has higher stability and accuracy during continuous tracking.
Starting Page	98
Ending Page	101
File Size	278194
Page Count	4
File Format	PDF
ISBN	9781424465132
e-ISBN	9781424465163
DOI	10.1109/CISP.2010.5646309
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Real time systems Algorithm design and analysis correlation tracking Target tracking Correlation Heuristic algorithms Signal processing algorithms MAD algorithm Pixel adaptive template
Content Type	Text
Resource Type	Article

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