Non-destructive analytical imaging of metallic surfaces using spectral measurements and ultrahigh-resolution scanning for cultural heritage investigation

被引:1
作者
Kaneko, Jun [1 ]
Toque, Jay Arre [1 ]
Murayama, Yusuke [1 ]
Ide-Ektessabi, Ari [1 ]
机构
[1] Kyoto Univ, Grad Sch Engn, Adv Imaging Technol Lab, Kyoto, Japan
来源
HUMAN VISION AND ELECTRONIC IMAGING XVII | 2012年 / 8291卷
关键词
Metallic surface; spectral reflectance; image analysis; cultural heritage; multiband image; color difference; principal component analysis;
D O I
10.1117/12.908019
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new approach for analyzing spectroscopic characteristic of metallic surfaces using spectroscopic and image analysis. This method is useful for contactless and non destructive analysis of cultural heritage. Spectral luminance, CIELAB, and CIEXYZ value of more than 80 metallic surfaces were measured with spectrometer and scanned to examine spectroscopic characteristics of foils by using multiband images. This analysis through imaging can improve the method for extracting difference related to types of metallic foils. Firstly, the spectral reflectance of each foil was measured ranging from 220 to 850 nm in steps of 1 nm. The images were captured with color and monochromatic camera using color filter in order to analyze the targets by multispectral approach. Then, principal component analysis (PCA) was conducted with image pixel value of each target. The results have shown that the spectral reflectance whose peak and change rate at a particular wavelength region differed from each foils, and that the multispectral images extracted the difference in spectral characteristics related to different types of metallic foils and Japanese papers. This could be useful in distinguishing among foils. This provides some promise that unknown metallic foils can be identified through the measurement of their spectroscopic features.
引用
收藏
页数:13
相关论文
共 16 条
  • [1] Ago S., 2002, JAPAN SOC MECH ENG, P7
  • [2] Hayashi Y., 1996, ESTIMATION THICKNESS, pA
  • [3] Kitagawa K., 1996, JAPAN SOC MECH ENG, V99, P29
  • [4] Klinker G. J., 1987, Proceedings of the First International Conference on Computer Vision (Cat. No.87CH2465-3), P145
  • [5] A PHYSICAL APPROACH TO COLOR IMAGE UNDERSTANDING
    KLINKER, GJ
    SHAFER, SA
    KANADE, T
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1990, 4 (01) : 7 - 38
  • [6] THE MEASUREMENT OF HIGHLIGHTS IN COLOR IMAGES
    KLINKER, GJ
    SHAFER, SA
    KANADE, T
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1988, 2 (01) : 7 - 32
  • [7] Kuroda K., 2010, Journal of the Surface Finishing Society of Japan, V61, P728
  • [8] Osaki M., 1997, RECONGNITION MAT TYP
  • [9] Shibai S., 1987, SOC MAT SCI JAPAN, V36, P253
  • [10] Tominaga M., 1992, T INFORM PROCESSING, V33, P37