Prediction of the Weight of Alaskan Pollock Using Image Analysis
Prediction of the Weight of Alaskan Pollock Using Image Analysis
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Özet
Determining the size and quality attributes of fish by machine vision is gaining acceptance and increasing use in the seafood industry. Objectivity, speed, and record keeping are advantages in using this method. The objective of this work was to develop the mathematical correlations to predict the weight of whole Alaskan Pollock (Theragra chalcogramma) based on its view area from a camera. One hundred and sixty whole Pollock were obtained fresh, within 2 d after catch from a Kodiak, Alaska, processing plant. The fish were first weighed, then placed in a light box equipped with a Nikon D200 digital camera. A reference square of known surface area was placed by the fish. The obtained image was analyzed to calculate the view area of each fish. The following equations were used to fit the view area (X) compared with weight (Y) data: linear, power, and 2nd-order polynomial. The power fit (Y = A·XB) gave the highest R2 for the fit (0.99). The effect of fins and tail on the accuracy of the weight prediction using view area were evaluated. Removing fins and tails did not improve prediction accuracy. Machine vision can accurately predict the weight of whole Pollock. © 2010 Institute of Food Technologists®.
Açıklama
Anahtar kelimeler
Zlaskan pollock, Image processing, View area, Regression analysis, Body weight, Tail, Body Weight, Body weight, Weight, Gadiformes, Image processing, Zlaskan pollock, Animal Fins, Image Processing, Computer-Assisted, Photography, Animals, Regression Analysis, Food-Processing Industry, View area, Regression analysis, Alaska, Algorithms
Bilim Dalları
01 natural sciences, 0104 chemical sciences
Alıntı
Balaban, M. Ö., Chombeau, M., Cırban, D., and Gümüş, B. (2010). Prediction of the weight of Alaskan Pollock using image analysis. Journal of Food Science, 75(8), E552-E556. doi:10.1111/j.1750-3841.2010.01813.x
WoS Q
Scopus Q

OpenCitations Atıf Sayısı
56
Kaynak
Cilt
75
Sayı
8
Başlangıç Sayfası
E552
Bitiş Sayfası
E556
Koleksiyonlar
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