2013
DOI: 10.4028/www.scientific.net/amm.385-386.1484
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An Improved Tracking Algorithm Combing Color and LBP Texture Features Based on Particle Filter

Abstract: In this paper, an tracking algorithm combing color and LBP texture features based on particle filter is proposed to overcome the disadvantages of existing particle filter object tracking methods. A color histogram and a texture histogram were combined to build the objects reference model, effectively improving the accuracy of object tracking. Experimental results demonstrate that, compared with the method based on single feature, the proposed method is highly effective, valid and is practicable.

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