Imaging Sonar Tracking of Salmon for Size and Tail Beat Frequency

被引:0
|
作者
Kupilik, Matthew [1 ]
Petersen, Todd [1 ]
机构
[1] Univ Alaska Anchorage, COE, Dept Elect Engn, Anchorage, AK 99508 USA
来源
2014 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP) | 2014年
关键词
Sonar Applications; Machine Vision; Acoustic Signal Processing; Tracking Loops; HYPOTHESIS DENSITY FILTER; IDENTIFICATION; IMAGES; DIDSON;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to set sustainable harvest limits on anadromous fish, fishery managers require a method for estimating return numbers of individual species. As seasonal migration times of several returning species may overlap, simple fish counts are insufficient. This paper presents an algorithm for tracking fish crossing an insonified area using an extended Gaussian mixture probability hypothesis density filter as well as analyzing both their lengths and the frequency of their tail beats. The combination of the two provides a useful estimate of the return size of a given fish species when combined with seasonal return timing. The algorithm is tested against data collected using a dual frequency imaging sonar on the Kenai River in Alaska and compares favorably to estimates made by manual inspection and sub-sampling.
引用
收藏
页码:1127 / 1131
页数:5
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