DocumentCode
2957287
Title
A system for document binarization
Author
Badekas, E. ; Papamarkos, N.
Author_Institution
Dept. of Electr. & Comput. Eng., Democritus Univ. of Thrace, Xanthi, Greece
Volume
2
fYear
2003
fDate
18-20 Sept. 2003
Firstpage
909
Abstract
This paper presents a system for binarization of digital documents. The system comprises the benefits of a set of other binarization techniques by combining their results. This is necessary for bad illuminated and degraded document where there are many pixels that cannot be easily classified as foreground or background. For this reason, it is necessary to perform the final binarization by exploiting the results of a set of binarization algorithms, especially for the document pixels that have high vagueness. Also, in this paper significant improvements are proposed for two of the methods used, i.e. for the Adaptive Logical Level Technique (ALLT) and the Improvement of Integrated Function Algorithm (IIFA). The entire system is extensively tested with a variety of degraded and bad-illuminated documents.
Keywords
document image processing; fuzzy logic; adaptive logical level technique; bad-illuminated document; binarization algorithm; degraded document; digital document binarization; document pixel; improvement integrated function algorithm; Clustering algorithms; Degradation; Fuzzy logic; Geometry; Gray-scale; Pixel; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on
Print_ISBN
953-184-061-X
Type
conf
DOI
10.1109/ISPA.2003.1296408
Filename
1296408
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