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Online Boosting tracking algorithm combined with occlusion sensing
Authors:Ya-wen WANG  Hong-chang CHEN  Shao-mei LI  Chao GAO
Affiliation:National Digital Switching System Engineering & Technology R&D Center,Zhengzhou 450002,China
Abstract:Online Boosting tracking algorithm combined with occlusion sensing was presented.In this method,occlusion sensor was introduced to check the tracking results,and classifier updating strategy was adjusted depending on the occlusion checking results.By this way,the feature pool of the classifier can be kept pure,which will improve the tracking robustness under occlusion.Experimental results show that compared with traditional Boosting tracking algorithm,improved algorithm can solve the problem of occlusion very well.
Keywords:online Boosting  occlusion sensing  ORB feature  object tracking  
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