KMS Of Academy of mathematics and systems sciences, CAS
Tracking uncooperative person using a dynamic vision platform | |
Zheng, Suiwu1; Qiao, Hong1; Zhang, Bo2![]() | |
2011-10-01 | |
发表期刊 | TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
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ISSN | 0142-3312 |
卷号 | 33期号:7页码:823-845 |
摘要 | In this paper, first a head-tracking algorithm using assembled features and the character of motion continuity (HTA-AC) is proposed. It has been proved to be more robust and effective than existing algorithms. Second, based on the latest research results of newly developed nonlinear dimensionality reduction theory, a theoretic head-tracking algorithm (T-HTA) is proposed for the first time. The tracking results of these two algorithms have something in common and indicates that our practical new head-tracking algorithm (HTA-AC) has some mathematically intrinsic meanings. Third, a complicated mobile robotic system of human height was built up in our lab. It has independent hardware and software controls on the body and head of the robot. The system is used to validate our HTA-AC. |
关键词 | assembled features head tracking mobile robotic system nonlinear dimensionality reduction |
DOI | 10.1177/0142331209103043 |
语种 | 英语 |
资助项目 | Chinese Academy of Science ; NSFC (National Natural Science Foundation of China)[60675039] ; NSFC (National Natural Science Foundation of China)[60505003] ; NSFC (National Natural Science Foundation of China)[60621001] ; MOST (The Ministry of Science and Technology of the People's Republic of China)[2006AA04Z217] |
WOS研究方向 | Automation & Control Systems ; Instruments & Instrumentation |
WOS类目 | Automation & Control Systems ; Instruments & Instrumentation |
WOS记录号 | WOS:000295135100003 |
出版者 | SAGE PUBLICATIONS LTD |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.amss.ac.cn/handle/2S8OKBNM/12863 |
专题 | 应用数学研究所 |
通讯作者 | Qiao, Hong |
作者单位 | 1.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China |
推荐引用方式 GB/T 7714 | Zheng, Suiwu,Qiao, Hong,Zhang, Bo,et al. Tracking uncooperative person using a dynamic vision platform[J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,2011,33(7):823-845. |
APA | Zheng, Suiwu,Qiao, Hong,Zhang, Bo,&Zhang, Peng.(2011).Tracking uncooperative person using a dynamic vision platform.TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,33(7),823-845. |
MLA | Zheng, Suiwu,et al."Tracking uncooperative person using a dynamic vision platform".TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL 33.7(2011):823-845. |
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