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题名:
A visual measurement of fish locomotion based on deformable models
作者: Xia, Chunlei(1,2)1,2; Li, Yan3; Lee, Jang-Myung2
通讯作者: Xia, Chunlei
产权排序: (1) Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, China ; (2) School of Electrical Engineering, Pusan National University, Busan (Pusan), Korea, Republic of ; (3) Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
会议名称: 7th International Conference on Intelligent Robotics and Applications (ICIRA)
会议日期: DEC 17-20, 2014
会议地点: Guangzhou, PEOPLES R CHINA
会议录出版者: Springer Verlag
会议录: INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2014, PT I
出版日期: 2014
卷号: 8917
页码: 110-116
ISSN号: 0302-9743
ISBN号: 978-3-319-13966-1; 978-3-319-13965-4
关键词: Fish ; Active Shape Models ; Biological studies ; Deformable models ; Model-based tracking ; Observation systems ; Posture measurement ; Swimming mode ; Visual measurements
英文摘要: Measurement of fish locomotion is an essential issue not only for biological studies but also valuable for robotics researchers. In this study, an automatic marker less method was proposed for recording fish locomotion by using digital camera. A fish observation system was presented to capture fish motion from top view. And the active shape model was utilized to construct the deformable fish model for tracking fish locomotion and acquiring the precise fish posture. Subsequently, the fish model was applied to tracking the movement of a single fish. The skeleton of fish body was further calculated from the deformable fish model. The two-dimensional posture of fish body was described by the 20 points on the skeleton. Experimental results demonstrated that the proposed locomotion tracking method was efficient to measure the shape variation of the fish body.
作者部门: 中科院烟台海岸带研究所知识产出
文章类型: 会议论文
收录类别: EI
语种: 英语
内容类型: 会议论文
URI标识: http://ir.yic.ac.cn/handle/133337/8835
Appears in Collections:中科院烟台海岸带研究所知识产出_会议论文

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作者单位: 1.Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences
2.School of Electrical Engineering, Pusan National University
3.Shenyang Institute of Automation, Chinese Academy of Sciences

Recommended Citation:
Xia, Chunlei,Li, Yan,Lee, Jang-Myung. A visual measurement of fish locomotion based on deformable models[C]. 见:7th International Conference on Intelligent Robotics and Applications (ICIRA). Guangzhou, PEOPLES R CHINA. DEC 17-20, 2014.
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