Tethered fish data collection and species classification: Prince William Sound bottomfish

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 shap...

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Bibliographic Details
Main Authors: Kulinchenko, A.B., Simpson, P.K., Denny, G.F.
Format: Conference Proceeding
Language:English
Subjects:
Applied geophysics
Aquaculture
Data mining
Earth sciences
Earth, ocean, space
Engineering and environment geology. Geothermics
Exact sciences and technology
Feature extraction
Fuzzy neural networks
Gears
Internal geophysics
Marine animals
Marine geology
Pollution, environment geology
Prototypes
Shape
Sonar
Whales
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Summary: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.
DOI:10.1109/IGARSS.2004.1368690