Detecting the presence-absence of bluefin tuna by automated analysis of medium-range sonars on fishing vessels.
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ABSTRACT:
SUBMITTER: Uranga J
PROVIDER: S-EPMC5289564 | biostudies-literature | 2017
REPOSITORIES: biostudies-literature
Publications
Detecting the presence-absence of bluefin tuna by automated analysis of medium-range sonars on fishing vessels.
Uranga Jon J Arrizabalaga Haritz H Boyra Guillermo G Hernandez Maria Carmen MC Goñi Nicolas N Arregui Igor I Fernandes Jose A JA Yurramendi Yosu Y Santiago Josu J
PloS one 20170202 2
This study presents a methodology for the automated analysis of commercial medium-range sonar signals for detecting presence/absence of bluefin tuna (Tunnus thynnus) in the Bay of Biscay. The approach uses image processing techniques to analyze sonar screenshots. For each sonar image we extracted measurable regions and analyzed their characteristics. Scientific data was used to classify each region into a class ("tuna" or "no-tuna") and build a dataset to train and evaluate classification models ...[more]
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