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Identification of inorganic pigments used in porcelain cards based on fusing Raman and X-ray fluorescence (XRF) data

Annelien Deneckere UGent, Lieke de Vries, Bart Vekemans UGent, Lien Van de Voorde UGent, Freek Ariese, Laszlo Vincze UGent, Luc Moens UGent and Peter Vandenabeele UGent (2011) APPLIED SPECTROSCOPY. 65(11). p.1281-1290
abstract
Raman spectroscopy and X-ray fluorescence (XRF) spectroscopy are often used as complementary techniques that are well suited for the analysis of art objects because both techniques are fast, sensitive, and noninvasive and measurements can take place in situ. In most of these studies, both techniques are used separately, in the sense that the spectra are evaluated independently and single conclusions are obtained, considering both results. This paper presents a data fusion procedure for Raman and XRF data for the characterization of pigments used in porcelain cards. For the classification of the analyzed points of the porcelain cards principal component analysis (PCA) was used. A first attempt was made to develop a new procedure for the identification of the pigments using a database containing the fused Raman-XRF data of 24 reference pigments. The results show that the classification based on the fused Raman XRF data is significantly better than the classifications based on the Raman data or the XRF data separately.
Please use this url to cite or link to this publication:
author
organization
year
type
journalArticle (original)
publication status
published
subject
keyword
X-ray fluorescence spectroscopy, XRF, Data fusion, Identification procedure, Principal component analysis, PCA, Cultural heritage, Art conservation, MICRO-RAMAN, SPECTROSCOPY, PAINTINGS, CLASSIFICATION, CONSERVATION, MANUSCRIPTS, Raman spectroscopy
journal title
APPLIED SPECTROSCOPY
Appl. Spectrosc.
volume
65
issue
11
pages
1281 - 1290
Web of Science type
Article
Web of Science id
000296412900009
JCR category
INSTRUMENTS & INSTRUMENTATION
JCR impact factor
1.663 (2011)
JCR rank
15/58 (2011)
JCR quartile
2 (2011)
ISSN
0003-7028
DOI
10.1366/11-06368
language
English
UGent publication?
yes
classification
A1
copyright statement
I have transferred the copyright for this publication to the publisher
id
2959157
handle
http://hdl.handle.net/1854/LU-2959157
date created
2012-07-09 16:49:24
date last changed
2015-06-17 10:11:37
@article{2959157,
  abstract     = {Raman spectroscopy and X-ray fluorescence (XRF) spectroscopy are often used as complementary techniques that are well suited for the analysis of art objects because both techniques are fast, sensitive, and noninvasive and measurements can take place in situ. In most of these studies, both techniques are used separately, in the sense that the spectra are evaluated independently and single conclusions are obtained, considering both results. This paper presents a data fusion procedure for Raman and XRF data for the characterization of pigments used in porcelain cards. For the classification of the analyzed points of the porcelain cards principal component analysis (PCA) was used. A first attempt was made to develop a new procedure for the identification of the pigments using a database containing the fused Raman-XRF data of 24 reference pigments. The results show that the classification based on the fused Raman XRF data is significantly better than the classifications based on the Raman data or the XRF data separately.},
  author       = {Deneckere, Annelien and de Vries, Lieke and Vekemans, Bart and Van de Voorde, Lien and Ariese, Freek and Vincze, Laszlo and Moens, Luc and Vandenabeele, Peter},
  issn         = {0003-7028},
  journal      = {APPLIED SPECTROSCOPY},
  keyword      = {X-ray fluorescence spectroscopy,XRF,Data fusion,Identification procedure,Principal component analysis,PCA,Cultural heritage,Art conservation,MICRO-RAMAN,SPECTROSCOPY,PAINTINGS,CLASSIFICATION,CONSERVATION,MANUSCRIPTS,Raman spectroscopy},
  language     = {eng},
  number       = {11},
  pages        = {1281--1290},
  title        = {Identification of inorganic pigments used in porcelain cards based on fusing Raman and X-ray fluorescence (XRF) data},
  url          = {http://dx.doi.org/10.1366/11-06368},
  volume       = {65},
  year         = {2011},
}

Chicago
Deneckere, Annelien, Lieke de Vries, Bart Vekemans, Lien Van de Voorde, Freek Ariese, Laszlo Vincze, Luc Moens, and Peter Vandenabeele. 2011. “Identification of Inorganic Pigments Used in Porcelain Cards Based on Fusing Raman and X-ray Fluorescence (XRF) Data.” Applied Spectroscopy 65 (11): 1281–1290.
APA
Deneckere, A., de Vries, L., Vekemans, B., Van de Voorde, L., Ariese, F., Vincze, L., Moens, L., et al. (2011). Identification of inorganic pigments used in porcelain cards based on fusing Raman and X-ray fluorescence (XRF) data. APPLIED SPECTROSCOPY, 65(11), 1281–1290.
Vancouver
1.
Deneckere A, de Vries L, Vekemans B, Van de Voorde L, Ariese F, Vincze L, et al. Identification of inorganic pigments used in porcelain cards based on fusing Raman and X-ray fluorescence (XRF) data. APPLIED SPECTROSCOPY. 2011;65(11):1281–90.
MLA
Deneckere, Annelien, Lieke de Vries, Bart Vekemans, et al. “Identification of Inorganic Pigments Used in Porcelain Cards Based on Fusing Raman and X-ray Fluorescence (XRF) Data.” APPLIED SPECTROSCOPY 65.11 (2011): 1281–1290. Print.