To Extract Feature of Handwritten Devnagri Script

Abstract: This paper is about the study of OCR technique using Feature Extraction of Handwritten Devnagri script and provides the approach to recognize the half and full characters of Devnagri script. Devnagri script is the popular script of India or national script of India. This script is required for write Hindi, Nepali and Marathi Language. This paper will work on feature extraction of Hindi. Hindi Language consist of vowels, constants and various modifiers. Proper Feature Extraction technique on Hindi character is challenging. This paper will use Feature Extraction techniques to recognise handwritten Devnagri script document. The Feature Extraction in any handwritten script is very important part of OCR. If the efficient feature extraction technique is used, this will gives the efficient recognition of individual character easy. In this paper, the character will be divides in three parts horizontally as well as vertically to extract the feature of each divided part and store its value for provide the training to the feature extraction technique.

Keywords: Feature Extraction, Character Recognition, Devnagri Script.