DocumentCode
2123176
Title
Tethered fish data collection and species classification: Prince William Sound bottomfish
Author
Kulinchenko, Alexander B. ; Simpson, Patrick K. ; Denny, Gerald F.
Author_Institution
Sci. Fishery Syst. Inc., Anchorage, AK, USA
Volume
2
fYear
2004
fDate
20-24 Sept. 2004
Firstpage
1439
Abstract
This paper describes the first classification results with the first broadband sonar fish identification system prototype that was built by Scientific Fishery Systems, Inc. Two species of fish and the bottom were used in a set of classifier experiments using two different sets of features -echo shape and echo spectra. The author would describe where the data was collected, review the data collection methodology that was used, and provide a summary of the data that was collected. The author would then define the features that were extracted and the classification results that were attained with these features. The author would conclude with summary discussion of areas for future work.
Keywords
aquaculture; data acquisition; echo; feature extraction; oceanographic regions; reviews; sonar detection; underwater sound; Prince William Sound bottomfish; Scientific Fishery Systems, Inc; broadband sonar fish identification system prototype; data collection methodology review; echo shape; echo spectra; feature extraction; tethered fish species classification; Aquaculture; Data mining; Feature extraction; Fuzzy neural networks; Gears; Marine animals; Prototypes; Shape; Sonar; Whales;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Print_ISBN
0-7803-8742-2
Type
conf
DOI
10.1109/IGARSS.2004.1368690
Filename
1368690
Link To Document