DocumentCode
3699051
Title
An improve moving target tracking algorithm based on CBWH
Author
Lu Yan;Guomin Li
Author_Institution
Xi´an University of Science and Technology, Xi´an, China
fYear
2015
Firstpage
1
Lastpage
4
Abstract
Aiming at classic Mean Shift based on tracking algorithm can not track target when the speed changed, the paper proposed an improved algorithm based on corrected background weighted histogram(CBWH), the algorithm used two iterations on target, first time used mean shift to iterate and calculated the similarity coefficient, second iteration used twice the current frame center minus the previous frame center as the center and calculated the similarity coefficient, then comparing the two coefficients and choosing the bigger as the center to track the target. Based on different scenarios of the experiment show that the algorithm is compared with the original algorithm has better robustness and accuracy.
Keywords
"Target tracking","Simulation","Kernel","Algorithm design and analysis","Histograms","Yttrium","Robustness"
Publisher
ieee
Conference_Titel
Signal Processing, Communications and Computing (ICSPCC), 2015 IEEE International Conference on
Print_ISBN
978-1-4799-8918-8
Type
conf
DOI
10.1109/ICSPCC.2015.7338969
Filename
7338969
Link To Document