4.5 Article

Hyperspectral imaging combined with data classification techniques as an aid for artwork authentication

期刊

JOURNAL OF CULTURAL HERITAGE
卷 26, 期 -, 页码 1-11

出版社

ELSEVIER FRANCE-EDITIONS SCIENTIFIQUES MEDICALES ELSEVIER
DOI: 10.1016/j.culher.2017.01.013

关键词

Hyperspectral imaging (HSI); Infrared; Artwork authentication; Support vector machine (SVM)

资金

  1. Innovate UK
  2. Department of Electronic & Electrical Engineering, University of Strathclyde (Glasgow, UK)
  3. M Squared Lasers (Glasgow, UK)
  4. Fraun-hofer UK (Glasgow, UK)
  5. Art Analysis & Research (London, UK)
  6. EPSRC Centre for Doctoral Training in Applied Photonics - UK Engineering and Physical Sciences Research Council [EP/G037523/1]
  7. Industrial Fellowship from the Royal Commission for the Exhibition of 1851
  8. Engineering and Physical Sciences Research Council [2046408, 1424340] Funding Source: researchfish

向作者/读者索取更多资源

In recent years various scientific practices have been adapted to the artwork analysis process. Although a set of techniques is available for art historians and scientists, there is a constant need for rapid and nondestructive methods to empower the art authentication process. In this paper hyperspectral imaging combined with signal processing and classification techniques are proposed as a tool to enhance the process for identification of art forgeries. Using bespoke paintings designed for this work, a spectral library of selected pigments was established and the viability of training and the application of classification techniques based on this data was demonstrated. Using these techniques for the analysis of actual forged paintings resulted in the identification of anachronistic paint, confirming the falsity of the artwork. This paper demonstrates the applicability of infrared (IR) hyperspectral imaging for artwork authentication. (C) 2017 Les Auteurs. Publie par Elsevier Masson SAS.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.5
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据