Research on Reconstruction of Spectral Reflectance Based on Principal Component Analysis

摘要：

　　Traditional color reproduction technology based on the Metamerism principle,the disadvantage is that different observer condition leads to different color appearance.To fulfill the color consistency,the spectrum reflectance of the object color sample need to be reconstructed.The principal component analysis makes use of the linear combination of a few principal components to reconstruct the spectral reflectance of sample.This paper analyzes the 31*31 matrix of Munsell spectral data by the principle component analyze method and achieves the principal component for spectrum reflectance.The numbers of principal components are identified as six by discussing the variance contribution rate.Spectral reconstruction of four Munsell testing samples makes use of first six principal components,which has met the accuracy requirements.Research shows that the reconstruction of spectral accuracy decreased when training samples and testing samples belong to the different database.

关键词： Color reproduction Reconstruction of spectrum reflectance Principal component analysis Munsell dataset

作者: ZHANG Yan ZHOU Shisheng

作者单位: Institute of Printing and Packaging Engineering, Xian University of Technology, China

会议类型: 国际会议

会议名称: the 2nd China Academic Conference on Printing and Packaging (2012第二届中国印刷与包装学术会议(CACPP 2012))

会议地点: 北京

会议语种:英文

页码: 53-58

在线出版日期: 2012-10-19（万方平台首次上网日期，不代表论文的发表时间）