Color and Hyperspectral Image Segmentation for Historical Documents

被引:0
作者
Ciortan, Irina [1 ]
Deborah, Hilda [1 ,2 ]
George, Sony [1 ]
Hardeberg, Jon Y. [1 ]
机构
[1] Gjovik Univ Coll, Dept Comp Sci & Media Technol, Norwegian Colour & Visual Comp Lab, POB 191, N-2802 Gjovik, Norway
[2] Univ Poitiers, CNRS, UMR 7252, Lab XLIM,SIC, F-86962 Futuroscope, France
来源
2015 DIGITAL HERITAGE INTERNATIONAL CONGRESS, VOL 1: DIGITIZATION & ACQUISITION, COMPUTER GRAPHICS & INTERACTION | 2015年
关键词
hyperspectral imaging; cultural heritage; historical documents; classification; segmentation; distance function; INKS; TOOL;
D O I
暂无
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Several historical documents from the collection of the National Library of Oslo were acquired using a hyperspectral scanner. While each of the documents has its specific characteristics, requiring different image preprocessing steps, the common goal for all documents is to increase their legibility. The aim of this study is to show the advantage of hyperspectral imaging compared to traditional color imaging, in particular for the task of ink separation using distance-based classification method.
引用
收藏
页码:199 / 205
页数:7
相关论文
共 21 条
  • [1] [Anonymous], 1999, REMOTE SENSING DIGIT
  • [2] [Anonymous], IEEE T VISUALIZATION
  • [3] Balas C, 2003, J CULT HERIT, V4, p330S
  • [4] Hyperspectral remote sensing of plant pigments
    Blackburn, George Alan
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2007, 58 (04) : 855 - 867
  • [5] Spectral Multiple Correlation Mapper
    de Carvalho Junior, Osmar Abilio
    Guimaraes, Renato Fontes
    Trancoso Gomes, Roberto Arnaldo
    Ferreira de Carvalho, Ana Paula
    da Silva, Nilton Correia
    de Souza Martins, Eder
    [J]. 2006 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, 2006, : 2773 - +
  • [6] Deborah H., 2015, SELECTED TOPICS APPL
  • [7] Deborah H, 2014, LECT NOTES COMPUT SC, V8509, P247, DOI 10.1007/978-3-319-07998-1_28
  • [8] Goltz D. M., 2013, INT J CONSERVATION S, V4
  • [9] Visible (420-720 nm) Hyperspectral Imaging Techniques to Assess Inks in Historical Documents
    Goltz, Douglas
    Attas, Michael
    Cloutis, Edward
    Young, Greg
    Begin, Paul
    [J]. RESTAURATOR-INTERNATIONAL JOURNAL FOR THE PRESERVATION OF LIBRARY AND ARCHIVAL MATERIAL, 2009, 30 (03) : 199 - 221
  • [10] Hyperspectral imaging - an emerging process analytical tool for food quality and safety control
    Gowen, A. A.
    O'Donnell, C. P.
    Cullen, P. J.
    Downey, G.
    Frias, J. M.
    [J]. TRENDS IN FOOD SCIENCE & TECHNOLOGY, 2007, 18 (12) : 590 - 598