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Proceedings Paper

Effect of pre-processing on binarization
Author(s): Elisa H. Barney Smith; Laurence Likforman-Sulem; Jérôme Darbon
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Paper Abstract

The effects of different image pre-processing methods for document image binarization are explored. They are compared on five different binarization methods on images with bleed through and stains as well as on images with uniform background speckle. The binarization method is significant in the binarization accuracy, but the pre-processing also plays a significant role. The Total Variation method of pre-processing shows the best performance over a variety of pre-processing methods.

Paper Details

Date Published: 18 January 2010
PDF: 8 pages
Proc. SPIE 7534, Document Recognition and Retrieval XVII, 75340H (18 January 2010); doi: 10.1117/12.840606
Show Author Affiliations
Elisa H. Barney Smith, Boise State Univ. (United States)
Laurence Likforman-Sulem, Telecom ParisTech (France)
Jérôme Darbon, Univ. of California, Los Angeles (United States)


Published in SPIE Proceedings Vol. 7534:
Document Recognition and Retrieval XVII
Laurence Likforman-Sulem; Gady Agam, Editor(s)

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