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Cristin-resultat-ID:
2030732
Sist endret:
9. august 2022, 10:09
NVI-rapporteringsår:
2022
Resultat
Vitenskapelig artikkel
2022
Automatic length estimation of free-swimming fish using an underwater 3D range-gated camera
Petter Risholm
Ahmed Kedir Mohammed
Trine Kirkhus
Sigmund Clausen
Leonid Vasilyev
Ole Folkedal
mfl.
Tidsskrift
Tidsskrift
Aquacultural Engineering
ISSN 0144-8609
e-ISSN 1873-5614
NVI-nivå 1
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Om resultatet
Om resultatet
Vitenskapelig artikkel
Publiseringsår: 2022
Publisert online: 2022
Volum: 97
Artikkelnummer: 102227
Open Access
Lenker
Lenker
original online (doi)
https://doi.org/10.1016/j.aquaeng.2022.102227
Institusjonsarkiv
hdl.handle.net/11250/2998446
Importkilder
Importkilder
Scopus-ID: 2-s2.0-85123416231
Beskrivelse
Beskrivelse
Engelsk
Tittel
Automatic length estimation of free-swimming fish using an underwater 3D range-gated camera
Sammendrag
Camera estimation of fish size in aquaculture production and fisheries is crucial for enabling knowledge-based decision making. Automatic estimation of fish lengths on an individual and population basis are key steps to automate biomass estimation. We propose to use an underwater 3D range-gated camera for accurate fish-length estimation of free-swimming fish. The proposed algorithm requires no manual work or contact with the fish and is done in-situ. A robust algorithmic pipeline consisting of detection, tracking and fish length estimation stages is proposed. We show the accuracy of the proposed system on free-swimming fish, both in terms of individual fish lengths as well as the population distributions. The results show that the proposed system achieves length estimation errors in the order of 1% of manual-measured fish length.
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fullstendig beskrivelse
Bidragsytere
Bidragsytere
Petter Risholm
Forfatter
ved Smart Sensors and Microsystems ved SINTEF AS
Ahmed Kedir Mohammed
Forfatter
ved Smart Sensors and Microsystems ved SINTEF AS
Trine Kirkhus
Forfatter
ved Smart Sensors and Microsystems ved SINTEF AS
Sigmund Clausen
Forfatter
ved NORCE Energi og teknologi ved NORCE Norwegian Research Centre AS
Leonid Vasilyev
Forfatter
ved NORCE Energi og teknologi ved NORCE Norwegian Research Centre AS
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