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
Link To Document :
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