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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：未来技术学院/人工智能学院执行院长
性别：男
毕业院校：大连理工大学
学位：博士
所在单位：信息与通信工程学院
学科：信号与信息处理
办公地点：大连理工大学未来技术学院/人工智能学院218
联系方式：****
电子邮箱：lhchuan@dlut.edu.cn
ROBUST TRACKING BASED ON BOOSTED COLOR SOFT SEGMENTATION AND ICA-R
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论文类型：会议论文
发表时间：2010-09-26
收录刊物：EI、CPCI-S、Scopus
页面范围：3917-3920
关键字：visual tracking; soft segmentation; ICA-R; adaptive scale
摘要：In this paper, we propose a novel approach for robust visual tracking. To separate the foreground from the background, we propose a novel Boosted Color Soft Segmentation (BCSS) algorithm and incorporate Independent Component Analysis with Reference (ICA-R) into the tracking framework. In addition, we design a scheme to fuse and update BCSS and ICA-R. We also propose adaptive scale of tracking window to handle objects' scale changes. Experiments shows that our approach is more robust than some popular tracking systems.