DocumentCode :
685044
Title :
An improved tracking algorithm based on related matching
Author :
Dong Yu-bing ; Ming-jing Li ; Li Xue-jun
Author_Institution :
Electron. Eng. Coll., Changchun Univ., Changchun, China
Volume :
01
fYear :
2013
fDate :
16-18 Aug. 2013
Firstpage :
673
Lastpage :
676
Abstract :
An improved correlation matching algorithm is proposed in order to overcome some shortcomings of detecting the position of object accurately. A tracking algorithm with normalized cross correlation is introduced. In order to enhance the match speed, we have adopted pyramid search algorithm. The experimental results show that the algorithm has characteristics including automatic recognition of the object; permitting tracking and prediction when the object become shaded; the algorithm makes adaptive decision of varied object during the process of tracking.
Keywords :
correlation methods; decision making; image matching; object detection; object recognition; object tracking; search problems; adaptive decision making; automatic object recognition; correlation matching algorithm; image matching; match speed; normalized cross correlation; object position detection; pyramid search algorithm; tracking algorithm; Acceleration; Artificial intelligence; Search problems; algorithm; image matching; object tracking; occlusion; track prediction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Measurement, Information and Control (ICMIC), 2013 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-1390-9
Type :
conf
DOI :
10.1109/MIC.2013.6758052
Filename :
6758052
Link To Document :
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