10.46243/jst.2022.v7.i01.pp1-16 registered
Machine Learning Algorithms for Handwritten Devanagari Character Recognition: A Systematic Review
Resolves to https://www.jst.org.in/index.php/pub/article/view/270
Held by Longman Publishers (India) · prefix 10.46243 live · DOI address https://doi.org/10.46243/jst.2022.v7.i01.pp1-16
Registered 29 Sep 2026 via crossref · record version 2 · last change 29 Sep 2026, 11:59 PM · record sha256 1c738814fc1274f5…
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What the DOI identifies
JournalArticle — an article in a journal · Digital · Visual · en
Machine Learning Algorithms for Handwritten Devanagari Character Recognition: A Systematic Review (PrincipalTitle)
Published 2023-07-26
Part of Journal of Science & Technology · ISSN 2456-5660 · volume 7 · issue 1 · pages 1–16
Agents
- Mimansha Agrawal Mimansha Agrawal (author)
- Longman Publishers (publisher)
Identifiers DOI 10.46243/jst.2022.v7.i01.pp1-16
Abstract
Devanagari Character Recognition is a system in which handwritten Image is recognized and converted into a digital form. Devanagari handwritten character recognition system is based on Deep learning technique, which manages the recognition of Devanagari script particularly Hindi. This recognition system mainly has five stages i.e. Pre-processing, Segmentation, Feature Extraction, Prediction and Post processing. This paper has analyzed the approach for recognition of handwritten Devanagari characters. There are various approaches to solve this. Some of the methods along with their accuracy and techniques used are discussed here. Depending upon the dataset and accuracies of each character the techniques differs
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| Element | Value | In the record |
|---|---|---|
| DOI Name DOI name | 10.46243/jst.2022.v7.i01.pp1-16 | doi |
| Referent Type referentType | Creation | referent |
| Referent Sub-Type referentSubType | JournalArticle — an article in a journal | type |
| Referent Name(s) referentName(s) | Machine Learning Algorithms for Handwritten Devanagari Character Recognition: A Systematic Review (PrincipalTitle, en) | titles |
| Basic Metadata basicMetadata | author: Mimansha Agrawal Mimansha Agrawal publisher: Longman Publishers published: 2023-07-26 part of: Journal of Science & Technology · ISSN 2456-5660 · vol. 7 · no. 1 · pp. 1–16 language: en form: Digital · Visual · Language | agents, dates, container, language, structural_type, modes, characters |
| Referent Identifier(s) alternateIdentifier(s) | none besides the DOI | identifiers, relations (IsSameAs) |
| Registration Authority registrationAuthorityCode | Crossref — issued by Crossref (member 25296); held here as a copy | record.source_agency (our code, ra_doi_name, for names issued here once appointed) |
| Created Date issueDate | 2024-02-16 | record.registered (when the DOI name was first registered) |
| relatedIdentifiers | none needed — the descriptive metadata is in this record | container, relations (only where the descriptive metadata lives at another identifier) |
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History — the ledger
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| # | When | What | By | Changes |
|---|---|---|---|---|
| 1 | 29 Sep 2026, 10:00 PM | register registered at Crossref; record read from api.crossref.org | Administrator (admin) | 174 fields set · sha256 9495db43148f… |
| 2 | 29 Sep 2026, 11:59 PM | update record re-read from api.crossref.org | Administrator (admin) | agents.0.name.family: agents.0.name.given: container.titles.0.value: |
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