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Objective and quantitative measurement of skin micro‐relief by image analysis and application in age‐dependent changes

机译:通过图像分析和应用在年龄依赖性变化中客观定量地测量皮肤微浮雕

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摘要

Abstract Background Skin micro‐relief has been researched by a variety of devices and methods, which usually are expensive or complicated. On the other hand, skin micro‐relief relates to quite a few parameters, and it is hard to evaluate all of them at the same time. In the study, all parameters related to skin micro‐relief are extracted and evaluated by image analysis. Materials and Methods Skin micro‐relief evaluation was divided into four aspects: (a) Tamura features method was used to evaluate skin surface. (b) Morphological transform was applied to extract skin pores. (c) Watershed transform was applied to extract skin furrows. (d) labeling operation was used to evaluate the number, area and average area of skin closed polygons. Then, cheek images from 163 healthy Japanese females (0‐70?years old) are analyzed to explore the age‐dependent changes. Results Most parameters increased as age went on with significant differences, such as skin surface coarseness, contrast, skin pore number, area, average area, skin furrow width, skin closed polygon area and skin closed polygon average area. Skin coarseness has a strong correlation with pore area. Conclusion The method proposed in the study provided a comprehensive and effective assessment of skin micro‐relief.
机译:摘要 背景 皮肤微浮雕已经通过各种设备和方法进行了研究,这些设备和方法通常昂贵或复杂。另一方面,皮肤微缓解与相当多的参数有关,很难同时评估所有这些参数。在这项研究中,所有与皮肤微浮雕相关的参数都被提取出来,并通过图像分析进行评估。材料与方法 皮肤微浮雕评价分为4个方面:(a)采用Tamura特征法评价皮肤表面。(b)应用形态学转换提取皮肤毛孔。(c) 应用分水岭变换提取皮肤沟。(d)采用标注操作评估皮肤闭合多边形的数量、面积和平均面积。然后,分析了 163 名健康日本女性(0-70 岁)的脸颊图像,以探索年龄依赖性变化。结果 大多数参数随年龄的增长而增加,但皮肤表面粗糙度、对比度、皮肤毛孔数、面积、平均面积、皮肤沟宽、皮肤闭合多边形面积和皮肤闭合多边形平均面积等参数均有显著差异。皮肤粗糙度与毛孔面积有很强的相关性。结论 研究提出的方法对皮肤微缓解进行了全面有效的评估。

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