Devanagari Isolated Character Recognition by using Statistical features ( Foreground Pixels Distribution , Zone Density and Background Directional Distribution feature and SVM Classifier )

Abstract

In this paper, we present a methodology for off-line Isolated handwritten Devanagari character recognition. The proposed methodology relies on a three feature extraction techniques. The first technique is based on recursive subdivisions of the character image so that the resulting sub-images at each iteration have balanced (approximately equal) numbers of… (More)

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