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FRACTAL FEATURE ANALYSIS OF BEEF MARBLING PATTERNS

机译:牛肉大理石花纹的分形特征分析

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摘要

The purpose of this study is to investigate fractal behavior of beef marbling patterns and to explore relationships between fractal dimensions and marbling scores. Authors firstly extracted marbling images from beef rib-eye cross-section images using computer image processing technologies and then implemented the fractal analysis on these marbling images based on the pixel covering method. Finally box-counting fractal dimension (BFD) and informational fractal dimension (IFD) of one hundred and thirty-five beef marbling images were calculated and plotted against the beef marbling scores. The results showed that all beef marbling images exhibit fractal behavior over the limited range of scales accessible to analysis. Furthermore, their BFD and IFD are closely related to the score of beef marbling, suggesting that fractal analyses can provide us a potential tool to calibrate the score of beef marbling.
机译:这项研究的目的是调查牛肉大理石花纹的分形行为,并探讨分形维数与大理石花纹分数之间的关系。作者首先使用计算机图像处理技术从牛肋眼横截面图像中提取出大理石花纹图像,然后基于像素覆盖方法对这些大理石花纹图像进行分形分析。最后,计算了135个牛肉大理石花纹图像的盒计数分形维数(BFD)和信息分形维数(IFD),并针对牛肉大理石花纹分数进行了绘制。结果表明,所有牛肉大理石花纹图像在可分析的有限范围内均表现出分形行为。此外,它们的BFD和IFD与牛肉大理石花纹的得分密切相关,这表明分形分析可以为我们提供校准牛肉大理石花纹得分的潜在工具。

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