International Journal of Computer Applications · 2013 · 82 citations · 13 references
Image binarization is important step in the OCR (Optical Character Recognition). There are several methods used for image binarization recently, but there is no way to select single or best method which is used for all images. The main objective of this paper is to present the study on various existing binarization algorithms and compared their measurements. This paper will act as guide for fresher’s to start their work on binarization. Keywords: Binarization, Threshold value, SNR, OCR
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Josef Kittler, J. Illingworth · Pattern Recognition · 1986 · 2.1K citations
Adaptive Thresholding using the Integral Image
Derek Bradley, Gerhard Roth · Journal of Graphics Tools · 2007 · 1.4K citations
Adaptive document binarization
J. Sauvola, Tapio Seppänen, S. Haapakoski et al. · 2002 · 256 citations
Image Analysis, Engineering, Optical Character Recognition +12