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Published in:

Volume 5 Issue 12
December-2018
eISSN: 2349-5162

Unique Identifier

JETIR1901094

Page Number

796-804

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Title

Feature Extraction of Degraded Devanagari Joint Words And Numerals Using Zernik Moment Feature extraction and Hybrid Feature extraction Methods for Recognition and conversion into editable form.

ISSN

2349-5162

Cite This Article

"Feature Extraction of Degraded Devanagari Joint Words And Numerals Using Zernik Moment Feature extraction and Hybrid Feature extraction Methods for Recognition and conversion into editable form.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 12, page no.796-804, December 2018, Available :http://www.jetir.org/papers/JETIR1901094.pdf

Abstract

The feature extraction method is proposed for Degraded Devnagari script scan document by considering the structure of Devnagari script .We have also consider the irregularities of Devnagari writing style ,Yuktaksha and numbers.We are not removing shirorekha. It separates the image text documents into lines, words and characters Segmentation of touching or fused characters of Devanagari script is sometimes difficult due to interline space or overlapping and noise. The algorithmic rule used here is for segmentation of amalgamate Devanagari characters into its constituent partial or full consonants. In our proposed technique, Image Binarzation for degraded document images has being use Region based segmentation. Firstly, an RGB image convert into gray image then image filtering can be done on the basis of Wiener Filtering and Gaussian filter..

Key Words

Devanagari Script, Conjunct Character, Optical Character Recognition, Segmentation, Feature Extraction, Zernike moment, Hybrid Feature

Cite This Article

"Feature Extraction of Degraded Devanagari Joint Words And Numerals Using Zernik Moment Feature extraction and Hybrid Feature extraction Methods for Recognition and conversion into editable form.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 12, page no. pp796-804, December 2018, Available at : http://www.jetir.org/papers/JETIR1901094.pdf

Publication Details

Published Paper ID: JETIR1901094
Registration ID: 193580
Published In: Volume 5 | Issue 12 | Year December-2018
DOI (Digital Object Identifier):
Page No: 796-804
ISSN Number: 2349-5162

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Cite This Article

"Feature Extraction of Degraded Devanagari Joint Words And Numerals Using Zernik Moment Feature extraction and Hybrid Feature extraction Methods for Recognition and conversion into editable form.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 12, page no. pp796-804, December 2018, Available at : http://www.jetir.org/papers/JETIR1901094.pdf




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