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A visual measurement of fish locomotion based on deformable models
Xia, Chunlei(1,2)1,2; Li, Yan3; Lee, Jang-Myung2; Xia, Chunlei
2014
会议名称7th International Conference on Intelligent Robotics and Applications (ICIRA)
会议录名称INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2014, PT I
卷号8917
页码110-116
会议日期DEC 17-20, 2014
会议地点Guangzhou, PEOPLES R CHINA
ISSN号0302-9743
ISBN号978-3-319-13966-1; 978-3-319-13965-4
出版者Springer Verlag
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
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
关键词Fish Active Shape Models Biological Studies Deformable Models Model-based Tracking Observation Systems Posture Measurement Swimming Mode Visual Measurements
文章类型会议论文
收录类别EI
语种英语
文献类型会议论文
条目标识符http://ir.yic.ac.cn/handle/133337/8835
专题中科院烟台海岸带研究所知识产出
通讯作者Xia, Chunlei
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
推荐引用方式
GB/T 7714
Xia, Chunlei,Li, Yan,Lee, Jang-Myung,et al. A visual measurement of fish locomotion based on deformable models[C]:Springer Verlag,2014:110-116.
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