A visual measurement of fish locomotion based on deformable models
文献类型：会议论文
| 作者 | Xia, Chunlei; Li Y(李岩) ; Lee, Jang-Myung
|
| 出版日期 | 2014 |
| 会议名称 | The 7th International Conference on Intelligent Robotics and Application (ICIRA2014) |
| 会议日期 | December 17-20, 2014. |
| 会议地点 | Guangzhou, China |
| 关键词 | Fish Tracking Model based Tracking Active Shape Model Posture Measurement Swimming Modes |
| 页码 | 110-116 |
| 通讯作者 | Xia, Chunlei |
| 中文摘要 | 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 ; CPCI（ISTP） |
| 产权排序 | 3 |
| 会议主办者 | South China University of Technology, China |
| 会议录 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
 |
| 会议录出版者 | Springer Verlag |
| 会议录出版地 | Berlin |
| 语种 | 英语 |
| ISSN号 | 0302-9743 |
| ISBN号 | 978-3-319-13965-4 |
| WOS记录号 | WOS:000354872700011 |
| 源URL | [http://ir.sia.cn/handle/173321/15308]  |
| 专题 | 沈阳自动化研究所_水下机器人研究室 |
| 推荐引用方式 GB/T 7714 | Xia, Chunlei,Li Y,Lee, Jang-Myung. A visual measurement of fish locomotion based on deformable models[C]. 见:The 7th International Conference on Intelligent Robotics and Application (ICIRA2014). Guangzhou, China. December 17-20, 2014.. |
入库方式： OAI收割
来源：沈阳自动化研究所
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