Particle Filter Object Tracking Based on Histograms of Oriented Grads and Colors
[1]MAO Xiaobo,ZHU Dongwei,CHEN Tiejun.Particle Filter Object Tracking Based on Histograms of Oriented Grads and Colors[J].Journal of Zhengzhou University (Engineering Science),2012,33(04):81-85.[doi:10.3969/j.issn.1671-6833.2012.04.019]
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Journal of Zhengzhou University (Engineering Science)[ISSN
1671-6833/CN
41-1339/T] Volume:
33卷
Number of periods:
2012 04
Page number:
81-85
Column:
Public date:
2012-07-10
- Title:
- Particle Filter Object Tracking Based on Histograms of Oriented Grads and Colors
- Keywords:
- object tracking; particle filter; color histogram ; histogram of oriented gradient; feature fusion
- CLC:
- TP311
- DOI:
- 10.3969/j.issn.1671-6833.2012.04.019
- Abstract:
- Object tracking based on color feature often fails in a complex background. To deal with this prob.lem , a particle filter object tracking approach is proposed in this paper based on the new histograms by the fu.sion of histograms of oriented grads and color, Color histogram is the global description of targets in color im.age, while histogram of oriented gradients contains some construction information. So they can complementeach other, Experimental results show that the proposed method is able to track the object stably, when one ofthe features loses discrimination ability for tracking. It is simple and suitable to be applied to deal with track.ing problemns in complex scene.
- References:
- -
- Similar References:
Memo
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Last Update:
1900-01-01