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Twofold Correlation Filtering for Tracking Integration

文献类型：期刊论文

作者Wang, Wei1,2; Li, Weiguang1,2; Chen, Zhaoming1; Shi, Mingquan1
刊名IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
出版日期2018-10-01
卷号E101D期号:10页码:2547-2550
关键词object tracking correlation filter end-to-end represent learning complementary features trackers integration
ISSN号1745-1361
DOI10.1587/transinf.2018EDL8100
英文摘要In general, effective integrating the advantages of different trackers can achieve unified performance promotion. In this work, we study the integration of multiple correlation filter (CF) trackers; propose a novel but simple tracking integration method that combines different trackers in filter level. Due to the variety of their correlation filter and features, there is no comparability between different CF tracking results for tracking integration. To tackle this, we propose twofold CF to unify these various response maps so that the results of different tracking algorithms can be compared, so as to boost the tracking performance like ensemble learning. Experiment of two CF methods integration on the data sets OTB demonstrates that the proposed method is effective and promising.
资助项目National Nature Science Foundation of China[61605205]
WOS研究方向Computer Science
语种英语
WOS记录号WOS:000445874200017
出版者IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
源URL[http://119.78.100.138/handle/2HOD01W0/6757]  
专题中国科学院重庆绿色智能技术研究院
通讯作者Wang, Wei
作者单位1.Chinese Acad Sci, Chongqing Inst Green & Intelligent Technol, Beijing, Peoples R China
2.Univ Chinese Acad Sci, Beijing, Peoples R China
推荐引用方式
GB/T 7714		 Wang, Wei,Li, Weiguang,Chen, Zhaoming,et al. Twofold Correlation Filtering for Tracking Integration[J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2018,E101D(10):2547-2550.
APA Wang, Wei,Li, Weiguang,Chen, Zhaoming,&Shi, Mingquan.(2018).Twofold Correlation Filtering for Tracking Integration.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,E101D(10),2547-2550.
MLA Wang, Wei,et al."Twofold Correlation Filtering for Tracking Integration".IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E101D.10(2018):2547-2550.

入库方式： OAI收割

来源：重庆绿色智能技术研究院

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