Determination of Volume of Alaska Pollock (theragra Chalcogramma) by Image Analysis

dc.contributor.author Balaban, Murat Ömer
dc.contributor.author Chombeau, Melanie
dc.contributor.author Gümüş, Bahar
dc.contributor.author Cırban, Dilşat
dc.coverage.doi 10.1080/10498850.2010.531996
dc.date.accessioned 2017-03-13T12:02:57Z
dc.date.available 2017-03-13T12:02:57Z
dc.date.issued 2011
dc.description.abstract The objective of this study was to develop two methods to predict the volume of whole Alaska pollock and to compare the results with the experimentally measured volumes. One hundred fifty-five whole pollock, obtained from a Kodiak processor, were individually immersed in a graduated cylinder equipped with an outflow tube to catch the displaced water as a result of immersion. The weight of the water was recorded. Then the fish were placed in a light box equipped with a digital video camera, and the side view and top view recorded (2 images for each fish). A reference square of known surface area was placed by the fish. A cubic spline method to predict volume by integration of cross-sectional area slices based on the top and side views and an empirical equation using dimensional (length L, width W, depth D) measurements at three locations of the fish image were developed. The R 2 value for the correlation between the L × W × D versus measured volume was 0.987. The best R 2 for the correlation of the predicted volume by the cubic spline method versus the measured volume was 0.99. Image analysis can be used reliably to predict the volume of whole Alaska pollock. © Taylor & Francis Group, LLC. en_US
dc.description.sponsorship University of Alaska Fairbanks en_US
dc.identifier.citation Balaban, M. Ö., Chombeau, M., Gümüş, B., and Cırban, D. (2011). Determination of volume of alaska pollock (Theragra chalcogramma) by image analysis. Journal of Aquatic Food Product Technology, 20(1), 45-52. doi:10.1080/10498850.2010.531996 en_US
dc.identifier.doi 10.1080/10498850.2010.531996
dc.identifier.doi 10.1080/10498850.2010.531996 en_US
dc.identifier.issn 1049-8850
dc.identifier.issn 1547-0636
dc.identifier.scopus 2-s2.0-79751499339
dc.identifier.uri http://doi.org/10.1080/10498850.2010.531996
dc.identifier.uri https://hdl.handle.net/11147/5037
dc.language.iso en en_US
dc.publisher Taylor and Francis Ltd. en_US
dc.relation.ispartof Journal of Aquatic Food Product Technology en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Forecasting en_US
dc.subject Alaska pollock en_US
dc.subject Cubic splines en_US
dc.subject Volume prediction en_US
dc.subject Image analysis en_US
dc.title Determination of Volume of Alaska Pollock (theragra Chalcogramma) by Image Analysis en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.institutional Cırban, Dilşat
gdc.bip.impulseclass C5
gdc.bip.influenceclass C5
gdc.bip.popularityclass C5
gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department İzmir Institute of Technology. Food Engineering en_US
gdc.description.endpage 52 en_US
gdc.description.issue 1 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q2
gdc.description.startpage 45 en_US
gdc.description.volume 20 en_US
gdc.description.wosquality Q4
gdc.identifier.openalex W2043801988
gdc.identifier.wos WOS:000287028100007
gdc.index.type WoS
gdc.index.type Scopus
gdc.oaire.accesstype BRONZE
gdc.oaire.diamondjournal false
gdc.oaire.impulse 2.0
gdc.oaire.influence 3.2593248E-9
gdc.oaire.isgreen true
gdc.oaire.keywords Cubic splines
gdc.oaire.keywords Volume prediction
gdc.oaire.keywords Alaska pollock
gdc.oaire.keywords Forecasting
gdc.oaire.keywords Image analysis
gdc.oaire.popularity 1.8052302E-9
gdc.oaire.publicfunded false
gdc.oaire.sciencefields 0301 basic medicine
gdc.oaire.sciencefields 0303 health sciences
gdc.oaire.sciencefields 03 medical and health sciences
gdc.openalex.collaboration International
gdc.openalex.fwci 1.5980717
gdc.openalex.normalizedpercentile 0.86
gdc.opencitations.count 7
gdc.plumx.crossrefcites 5
gdc.plumx.mendeley 9
gdc.plumx.scopuscites 10
gdc.scopus.citedcount 10
gdc.wos.citedcount 6
relation.isOrgUnitOfPublication.latestForDiscovery 9af2b05f-28ac-4003-8abe-a4dfe192da5e

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