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)
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
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
关键词Fish Active Shape Models Biological Studies Deformable Models Model-based Tracking Observation Systems Posture Measurement Swimming Mode Visual Measurements
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
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
专题中国科学院烟台海岸带研究所知识产出
海岸带生物学与生物资源利用重点实验室_海岸带生物学与生物资源保护实验室
中国科学院海岸带环境过程与生态修复重点实验室
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
第一作者单位中国科学院烟台海岸带研究所
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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