A simple morphometric analysis method for dermal microstructure using color thresholding and moments

阈值 模式识别(心理学) 人工智能 微观结构 数学 简单(哲学) 计算机视觉 生物系统 计算机科学 材料科学 生物 复合材料 图像(数学) 哲学 认识论
作者
Ji Hyuck Hong,Dai Hyun Kim,Im Joo Rhyu,Young Chul Kye,Hyo Hyun Ahn
出处
期刊:Skin Research and Technology [Wiley]
卷期号:26 (1): 132-136 被引量:26
标识
DOI:10.1111/srt.12776
摘要

Abstract Background Proper assessment of dermal collagen fibers by dermatologists and researchers is essential. Histologic evaluation methods have limitations. We present a simple method for measurement of collagen fibers in human skin using Masson's trichrome staining. Materials and Methods Normal skin specimens from a cadaver were processed with Masson's trichrome, which can effectively stain collagen fibers blue with aniline dye. Optical photomicrographs of these slides were analyzed using ImageJ software. Color image processing, a histogram‐based function of ImageJ for image segmentation, was performed with color moments thresholding technique. We selected blue areas by adjusting the blue channel to include specific values. The selected areas were highlighted and evaluated. We divided the image into layers of 0.09‐mm 2 areas from the top to bottom of the dermis. Each area was cropped and evaluated. Results Quantitative assessment yielded the quantitative size occupied by collagen fibers in an area of 0.09 mm 2 . Calculation of the percentage in each area can be used to determine the density of collagen fibers. Conclusion Measurements obtained with our method can be applied to research on dermal collagen fibers. We present a convenient quantitative assessment method for the dermal constituents in Masson's trichrome‐stained slides.
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