loading...
Dedicated Texture Based Tools for Characterisation of Old Books
Lyon, France April 27-April 28
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/DIAL.2006.11Second International Conference on Do ...
 This Article 
 
PDF
HTML
 
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
N. Jourmet, La Rochelle Cedex 1 - FRANCE
R. Mullot, La Rochelle Cedex 1 - FRANCE
V. Eglin, LIRIS INSA de Lyon, Villeurbanne cedex - FRANCE
J.Y Ramel, LI-RFAI Jean Portalis TOURS - FRANCE
This paper deals with the development of suitable assistance tools for humanists and historians to help them retrieve information documents. This paper represents a part of this ambitious project and deals with the design of a pixel classification method for ancient typewritten documents. The approach presented here is based on a multiresolution map construction and analysis; for five resolutions we construcftive different characterisation maps. All the maps are based on texture information (correlation of pixels orientations, grey level pixel density, etc). After the merging of these 25 maps, each pixel of the original image is described by a vector which allows the computing of a hierarchical classification. In order to avoid issues linked to the binarization process, all maps are computed for grey level images. The system has been tested on a CESR database of ancient printed books of the Renaissance. The classification results are evaluated through several visual classification illustrations.
Citation:
N. Jourmet, R. Mullot, V. Eglin, J.Y Ramel, "Dedicated Texture Based Tools for Characterisation of Old Books," dial, pp.60-69, Second International Conference on Document Image Analysis for Libraries (DIAL'06), 2006
Usage of this product signifies your acceptance of the Terms of Use.