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