OFFLINE HANDWRITTEN GUJRATI NUMERAL RECOGNITION USING MLP CLASSIFIER

OFFLINE HANDWRITTEN GUJRATI NUMERAL RECOGNITION USING MLP CLASSIFIER

Registration ID: IJNRD_180153

Published ID: IJNRD1808006

DOI: Click Here to Get

Dr. Dinesh Satange , Dr. P E Ajmire , Fozia I. Khandwani

OCR, MLP, MSV, SVM

The goal of Optical Character Recognition (OCR) is to classify optical patterns (often contained in a digital image) corresponding to alphanumeric or other characters. The process of OCR involves several steps including image acquisition, segmentation, feature extraction, and classification. Text capture is a process to convert analogue text based resources into digitally recognizable text resources. An essential first stage in any text capture process is to convert the available text image into digital image of the text. This will provide the base for character recognition. Some basic statistical features are extracted from the digital image of numeral and the same is classified with the help of neural network. This research paper presents the innovative method for handwritten Gujarati Numeral recognition using neural network and the accuracy of recognition of numeral is obtained 95.12% on Training, 90% on Testing and 93.83% on Cross Validation.

Published Paper   E-Certificate

"OFFLINE HANDWRITTEN GUJRATI NUMERAL RECOGNITION USING MLP CLASSIFIER", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.3, Issue 8, page no.31-34, August-2018, Available :https://ijnrd.org/papers/IJNRD1808006.pdf

Volume 3 Issue 8, August-2018

Pages : 31-34

Paper Reg. ID: IJNRD_180153

Published Paper Id: IJNRD1808006

Downloads: 000121143

Research Area: Computer Science & Technology 

Country: Amravati, Maharashtra, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD1808006.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD1808006

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

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