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Title

A vision-based system for on-board identification and estimation of discarded bio-mass: A tool for contributing to marine resources sustainability

AuthorsAntelo, L. T. ; Ordóñez, Tatiana ; Miniño, I.; Gracia, Joaquín; Ribes, E.; Hervás, J.; Simón, S.; Alonso, Antonio A.
KeywordsSustainability
Discarded bio-mass
Fish waste
Marine harvesting
BEOS
Nonlinear modeling
Neural networks
Issue Date30-Aug-2011
PublisherInstitute of Electrical and Electronics Engineers
CitationAntelo, L.T. et al. A vision-based system for on-board identification and estimation of discarded bio-mass: A tool for contributing to marine resources sustainability In: OCEANS 2011;IEEE, Santander, SPAIN
AbstractIn marine harvesting, fish waste due to the discards of non-targeted species represent a risk for the sustainability of fisheries, a loss of potentially valuable living resources and a threat for the ecological equilibrium. The project FAROS aims to develop and implement an efficient, integral management network for discards, to reduce global impact of this established practice, while putting in value and optimising the use of the by-catch. The development of an on-ship automated system for discards evaluation and species biomass estimation is proposed in this contribution. The Biomass Estimation Optical System (BEOS) integrates machine vision technologies and optical information processing and feature extraction by means of nonlinear modeling based on artificial neural networks. A first functional prototype and a methodology for system implementation and operation are presented here.
Publisher version (URL)http://dx.doi.org/10.1109/Oceans-Spain.2011.6003548
URIhttp://hdl.handle.net/10261/44190
DOIhttp://dx.doi.org/10.1109/Oceans-Spain.2011.6003548
ISBN978-1-4577-0086-6
Appears in Collections:(IIM) Libros y partes de libros
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