Fish tracking in vertical slot fishways using computer vision techniques

被引:26
|
作者
Rodriguez, Alvaro [1 ]
Bermudez, Maria [2 ]
Rabunal, Juan R. [3 ]
Puertas, Jeronimo [2 ]
机构
[1] Univ A Coruna, Fac Informat, Dept Informat & Commun Technol, La Coruna 15071, Spain
[2] Univ A Coruna, ETSEC, Dept Hydraul Engn, La Coruna 15071, Spain
[3] Univ A Coruna, Ctr Technol Innovat Construct & Civil Engn CITEEC, La Coruna 15071, Spain
关键词
computer vision; fish behavior; tracking; vertical slot fishway; COLOR IMAGE SEGMENTATION; KALMAN FILTER; DESIGN; PERFORMANCE; HYDRAULICS; SYSTEM; FLOW;
D O I
10.2166/hydro.2014.034
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Vertical slot fishways are hydraulic structures which allow the upstream migration of fish through obstructions in rivers. The appropriate design of these devices should take into account the behavior and biological requirements of the target fish species. However, little is known at the present time about fish behavior in these artificial conditions, which hinders the development of more effective fishway design criteria. In this work, an efficient technique to study fish trajectories and behavior in vertical slot fishways is proposed. It uses computer vision techniques to analyze images collected from a camera system and effectively track fish inside the fishway. Edge and region analysis algorithms are employed to detect fish in extreme image conditions and Kalman filtering is used to track fish along time. The proposed solution has been extensively validated through several experiments, obtaining promising results which may help to improve the design of fish passage devices.
引用
收藏
页码:275 / 292
页数:18
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