Paper Info
Title
A Novel Spectral Matching Approach for Pigment: Spectral Subsection Identification Considering Ion Absorption Characteristics.
Abstract
Background: Hyperspectral technology has made it possible to perform completely non-invasive investigations on pigment analysis, in particular, on pigment identification. The most commonly used method of pigment identification is to compare the spectral similarity between ones of unknown target and ones in spectral library, which requires a comprehensive and complete spectral library and is based on overall shape of the spectrum. To a certain extent, it may ignore some of the key absorption characteristics of the spectrum. Methods: A novel spectral matching method was proposed based on the spectrum divided into subsections for identification according to the main ion absorption characteristics. Main works: (1) establishing a spectral library suitable for typical pigment identification of painting; (2) discussing the main components, as well as the absorption positions of the ions and functional groups contained in pigments frequently used by artists; (3) presenting a novel spectral matching algorithm carried on spectral subsections for pigment identification; (4) verifying the feasibility and applicability of proposed method by a Chinese painting and a fresco. Conclusions: The proposed method can correctly identify the main pigments or components contained in the mixed area, which is better than the traditional method and more convenient than the unmixing method, except for some limitations in detecting white and black pigments.
Year
DOI
Venue
2020
10.3390/rs12203415
REMOTE SENSING
Keywords
DocType
Volume
hyperspectral technology,pigment identification,spectral subsection,ion absorption characteristic,fresco conservation
Journal
12
Issue
Citations 
PageRank 
20
0
0.34
References 
Authors
0
6
Name
Order
Citations
PageRank
Yiyi Liu100.34
Shuqiang Lyu200.34
Miaole Hou314.49
Zhenhua Gao400.34
Wanfu Wang500.34
Zhou Xiao68419.21