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Evaluation of body weight and color of cultured European catfish (Silurus glanis) and African catfish (Clarias gariepinus) using image analysis
Aquacultural Engineering ( IF 4 ) Pub Date : 2021-01-26 , DOI: 10.1016/j.aquaeng.2021.102147
Erkan Gümüş , Adil Yılayaz , Mahir Kanyılmaz , Bahar Gümüş , Murat Balaban

Two cultured catfish species (European catfish Silurus glanis, and African catfish Clarias gariepinus) were evaluated for their weight estimation and colors by image analysis. A total of 60 whole fish from each species were first weighed, and then their pictures taken by a digital camera in a light box. Length, weight and color of all fish were determined by image analysis and results were compared between the two fish. Fish weight ranged from 7.4 to 39.61 g and 25.71 to 93.91 g for European and African catfish, respectively. Weight (W) vs length (L) data were fitted linear (W = A + BL), power (W = A LB) and second order polynomial equations (W = C0 + C1 L + C2 L2). The R2 values ranged from 0.835 to 0.974. For the W vs view area (V) relationship, the same equations were used. The R2 values for these equations ranged from 0.927 to 0.972. No significant difference was found between the average color values according to the L*, a* and b* distributions for both fish species (P > .05). Image analysis can easily determine length, view area, and color of fish and help in developing W vs L, and W vs V relationships.



中文翻译:

使用图像分析评估欧洲养殖的European鱼(Silurus glanis)和非洲鱼(Clarias gariepinus)的体重和颜色

通过图像分析评估了两种养殖的fish鱼品种(欧洲catSilurus glanis和非洲catClarias gariepinus)的重量估计和颜色。首先称重每种物种的60条整条鱼,然后用数码相机在灯箱中拍摄照片。通过图像分析确定所有鱼的长度,体重和颜色,并比较两条鱼的结果。欧洲和非洲cat鱼的鱼重分别为7.4至39.61 g和25.71至93.91 g。权重(W)与长度(L)的数据拟合为线性(W = A + BL),功率(W = AL B)和二阶多项式方程(W = C 0 + C 1 L + C 2 L 2)。R 2值在0.835至0.974之间。对于W与视域(V)的关系,使用相同的方程式。这些方程式的R 2值在0.927至0.972的范围内。在两种鱼的L *,a *和b *分布的平均色值之间均未发现显着差异(P> .05)。图像分析可以轻松确定鱼的长度,视域和颜色,并有助于建立W与L以及W与V的关系。

更新日期:2021-01-31
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