A visual measurement of fish locomotion based on deformable models
文献类型：会议论文
| 作者 | Xia, Chunlei(1,2)1,2; Li, Yan3 ; Lee, Jang-Myung2; Xia, Chunlei
|
| 出版日期 | 2014 |
| 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 |
| 关键词 | Fish Active Shape Models Biological studies Deformable models Model-based tracking Observation systems Posture measurement Swimming mode Visual measurements |
| 卷号 | 8917 |
| 页码 | 110-116 |
| 通讯作者 | Xia, Chunlei |
| 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. |
| 收录类别 | EI |
| 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 |
| 会议录 | INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2014, PT I
 |
| 会议录出版者 | Springer Verlag |
| 语种 | 英语 |
| ISSN号 | 0302-9743 |
| ISBN号 | 978-3-319-13966-1; 978-3-319-13965-4 |
| 源URL | [http://ir.yic.ac.cn/handle/133337/8835]  |
| 专题 | 烟台海岸带研究所_中科院烟台海岸带研究所知识产出 烟台海岸带研究所_海岸带生物学与生物资源利用所重点实验室 烟台海岸带研究所_中科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 |
| 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]. 见:7th International Conference on Intelligent Robotics and Applications (ICIRA). Guangzhou, PEOPLES R CHINA. DEC 17-20, 2014. |
入库方式： OAI收割
来源：烟台海岸带研究所
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