基于CIE 1976 L*a*b*的宝石绿色鉴赏

Guo Ying, Li Xiang, Duo Hongmei, Sun Hongjuan
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引用次数: 2

摘要

基于CIE 1976 L*a*b*均匀色彩空间,以翡翠、祖母绿和绿松石的L*、a*、b*为自变量,通过判别分析将翡翠的色绿与其他两种宝石区分开来。用fisher分析法给出了三种宝石的判别函数。但为了降低绿松石(22.9%)和祖母绿(7.4%)的错误率,采用K-Means聚类分析方法将3种宝石的绿色重新分类为6种,然后计算6个新的判别函数来检验聚类分析的有效性,最后在fisher判别分析的基础上建立了准确率高达98.8%的线性判别函数模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Green Color Appreciation of Gemstones Based on CIE 1976 L*a*b*
Based on CIE 1976 L*a*b* uniform color space, L*, a*, b* of jadeite-jade, emerald and turquoise were considered as independent variable, then color green of Jadeite-Jade could be distinguished from other two gemstones with discriminant analysis. Three gemstones discriminant functions were given by the fisher analysis. But in order to reduce false rate 22.9% from turquoise and 7.4% from emerald, green color of three gemstones were reclassified into 6 species by K-Means cluster analysis, and then 6 new discriminant functions were calculated to examine the validity of cluster analysis, finally the linear discriminant function model with high accuracy rate 98.8% were erected from fisher discriminant analysis.
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