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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | OFFLINE HANDWRITTEN GUJRATI NUMERAL RECOGNITION USING MLP CLASSIFIER |
| Authors Name: | Dr. Dinesh Satange , Dr. P E Ajmire , Fozia I. Khandwani |
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| Author Reg. ID: |
IJNRD_180153
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| Published Paper Id: | IJNRD1808006 |
| Published In: | Volume 3 Issue 8, August-2018 |
| DOI: | |
| Abstract: | 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. |
| Keywords: | OCR, MLP, MSV, SVM |
| Cite Article: | "OFFLINE HANDWRITTEN GUJRATI NUMERAL RECOGNITION USING MLP CLASSIFIER", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.3, Issue 8, page no.31-34, August-2018, Available :http://www.ijnrd.org/papers/IJNRD1808006.pdf |
| Downloads: | 000118761 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD1808006 Registration ID: 180153 Published In: Volume 3 Issue 8, August-2018 DOI (Digital Object Identifier): Page No: 31-34 Country: Amravati, Maharashtra, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD1808006 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD1808006 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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