通信学报2016，Vol.37Issue(9)：92-101,10.DOI:10.11959/j.issn.1000-436x.2016181
融合遮挡感知的在线Boosting跟踪算法
Online Boosting tracking algorithm combined with occlusion sensing
摘要
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 occlu-sion checking results. By this way, the feature pool of the classifier can be kept pure, which will improve the tracking ro-bustness under occlusion. Experimental results show that compared with traditional Boosting tracking algorithm, im-proved algorithm can solve the problem of occlusion very well.关键词
在线Boosting/遮挡感知/ORB特征/目标跟踪Key words
online Boosting/occlusion sensing/ORB feature/object tracking分类
信息技术与安全科学引用本文复制引用
王亚文,陈鸿昶,李邵梅,高超..融合遮挡感知的在线Boosting跟踪算法[J].通信学报,2016,37(9):92-101,10.基金项目
国家自然科学基金资助项目（No.61379151, No.61521003）；国家科技支撑计划基金资助项目（No.2014BAH30B01）；河南省杰出青年基金资助项目（No.144100510001）Foundation ItemsThe National Natural Science Foundation of China (No.61379151, No.61521003), The National Science and Technology Support Program of China (No.2014BAH30B01), The Henan Province Science Found for Distinguished Young Scholars of China (No.144100510001) （No.61379151, No.61521003）
