颜色和尺寸测量在食品检验中的应用

J. Siswantoro
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引用次数: 5

摘要

颜色和大小是消费者在购买食品时考虑的外部因素,在食品检验中使用计算机视觉。本文综述了近年来计算机视觉在食品检测中颜色和尺寸测量的应用。RGB、HSI、HSL、HSV、La*b空间和显色指数在食品检验中被广泛用于测量颜色。色彩特征包括色彩空间中各通道的值、均值、方差和标准差等,在食品检验中被广泛应用。颜色测量在食品检验中的应用包括分级、异常或损坏检测、特定含量检测和颜色变化评价。长度、宽度、厚度、平均半径、Feret直径、面积、周长、体积和表面积是食品检验中常用的尺寸测量方法。尺寸测量在食品检验中的应用包括估计尺寸、分类、分级、检测不需要的物体或缺陷以及测量物理性质。
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Application of Color and Size Measurement in Food Products Inspection
Color and size are external aspects considered by consumers in purchasing a food product and are used in food product inspection using computer vision. This paper reviews recent applications of color and size measurement in food product inspection using computer vision. RGB, HSI, HSL, HSV, La*b spaces and color index are widely used to measure color in food product inspection. Color features, including value, mean, variance, and standard deviation of each channel in a color space are widely used in food product inspection. The applications of color measurement in food product inspection are for grading, detection of anomaly or damage, detection of specific content and evaluation of color changes. Length, width, thickness, average radius, Feret’s diameter, area, perimeter, volume, and surface area are common size measurements in food product inspection. The applications of size measurement in food product inspection are for estimating size, sorting, grading, detect unwanted objects or defects, and measurement of physical properties.
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