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A multispectral imaging approach to colour measurement and colour matching of single yarns without winding

机译:一种多光谱成像方法,无需缠绕即可进行单纱的颜色测量和颜色匹配

摘要

This paper investigates a multispectral imaging approach to colour measurement and colour matching of single yarns. The small size of a single yarn makes it impossible for spectrophotometers directly to acquire its spectral reflectance. Multispectral imaging systems, on the other hand, have the potential to measure the reflectance of single yarns as they can record both the spectral and the spatial information of a sample. A multispectral imaging system, namely imaging colour measurement, has been developed to conduct colour measurement of single yarns. A single yarn is first detected from backgrounds by a modified K-means clustering method. The reflectance of the single yarn is then specified by an averaging method. Comparative experiments based on 100 pairs of single yarns and corresponding yarn windings show that the reflectance magnitude of a single yarn acquired by imaging colour measurement is smaller than that of corresponding yarn winding measured by a Datacolor 650 spectrophotometer. Experiments on 16 single yarns show that the repeatability and spatial reproducibility of the imaging colour measurement system in measuring a single yarn colour are 0.1185 and 0.2827 CMC(2:1) units. A colour matching comparison experiment (pass or fail), using 24 pairs of single yarns and corresponding pairs of solid-colour yarn dyed fabrics, shows that single yarns measured by imaging colour measurement can achieve similar colour matching results to solid-colour yarn dyed fabrics measured by the Datacolor 650 spectrophotometer, with degrees of similarity of 87.5 and 83.3% when the CMC(2:1) and CIE2000(2:1:1) colour difference formulas are employed.
机译:本文研究了一种用于单纱颜色测量和颜色匹配的多光谱成像方法。单根纱线的尺寸很小,因此分光光度计无法直接获得其光谱反射率。另一方面,多光谱成像系统具有测量单根纱线反射率的潜力,因为它们可以记录样品的光谱和空间信息。已经开发了多光谱成像系统,即成像颜色测量,以进行单根纱线的颜色测量。首先通过改进的K均值聚类方法从背景中检测单根纱线。然后通过平均方法确定单根纱的反射率。基于100对单纱和相应纱线绕组的比较实验表明,通过成像色彩测量获得的单纱的反射率幅度小于通过Datacolor 650分光光度计测量的相应纱线绕组的反射率幅度。在16条单根纱线上进行的实验表明,成像色彩测量系统在测量单根纱线颜色时的可重复性和空间可重复性分别为0.1185和0.2827 CMC(2:1)单位。通过使用24对单根纱线和相应的成对的纯色纱线染色织物进行的颜色匹配比较实验(通过或不合格)表明,通过成像测色法测量的单根纱线可以实现与纯色纱线染色织物相似的颜色匹配结果当使用CMC(2:1)和CIE2000(2:1:1)色差公式时,由Datacolor 650分光光度计测量的相似度为87.5和83.3%。

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