A novel approach for handwritten Devnagari character recognition

Details A novel approach for handwritten Devnagari character recognition A novel approach for handwritten Devnagari character recognition

2010-06-30

arxiv.org/abs/1006.5924v1

ICSIP 2006

Computer Science

Computer Vision and Pattern Recognition

Scientific paper

In this paper a method for recognition of handwritten devanagari characters is described. Here, feature vector is constituted by accumulated directional gradient changes in different segments, number of intersections points for the character, type of spine present and type of shirorekha present in the character. One Multi-layer Perceptron with conjugate-gradient training is used to classify these feature vectors. This method is applied to a database with 1000 sample characters and the recognition rate obtained is 88.12%

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