UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 7 Issue 5
May-2020
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2005228


Registration ID:
231843

Page Number

623-625

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Title

Handwriting Perusal Using Gan

Abstract

Many studies concerning author identification are done on totally different written documents however less number of researches has been according on Marathi or syllabary documents. Here, during this technique, we have a tendency to settle for handwriting as texture image and have extraction done from preprocessed documents image. Considerably, the feature of conferred methodology uses feature extraction that is appropriate for structure of Devnagari written texts. And a brand new feature extraction technique is additionally conferred that is predicated on classifier style. Firstly, we have a tendency to study totally different ways for feature extraction from output of preprocessing. This enforced system represents performance of mimicree estimation techniques on syllabary written documents. Mimicree could be a distinctive feature; it acts as an important role in author identification, GAN. Further to enhance the performance of those techniques, the extracted pictures area unit reconstructed victimisation GAN algorithmic program for Devnagri datasets area unit used. The experimental result shows that mimicree calculable for pictures reconstructed victimisation GAN algorithmic program provides higher results.

Key Words

GAN,BGR,Thresholding,HandWriting,Image Preprocessing.

Cite This Article

"Handwriting Perusal Using Gan", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 5, page no.623-625, May-2020, Available :http://www.jetir.org/papers/JETIR2005228.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Handwriting Perusal Using Gan", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp623-625, May-2020, Available at : http://www.jetir.org/papers/JETIR2005228.pdf

Publication Details

Published Paper ID: JETIR2005228
Registration ID: 231843
Published In: Volume 7 | Issue 5 | Year May-2020
DOI (Digital Object Identifier):
Page No: 623-625
Country: Pune, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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