10.46243/jst.2024.v9.i4.pp1-10 registered
Real -Time Text Detection and Recognition Based on Optical Character Recognition(OCR)
Resolves to https://www.jst.org.in/index.php/pub/article/view/22
Held by Longman Publishers (India) · prefix 10.46243 live · DOI address https://doi.org/10.46243/jst.2024.v9.i4.pp1-10
Registered 29 Sep 2026 via crossref · record version 2 · last change 29 Sep 2026, 11:59 PM · record sha256 472d46513555b222…
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What the DOI identifies
JournalArticle — an article in a journal · Digital · Visual · en
Real -Time Text Detection and Recognition Based on Optical Character Recognition(OCR) (PrincipalTitle)
Published 2024-04-01
Part of Journal of Science & Technology · ISSN 2456-5660 · volume 09 · issue 04 · pages 1
Agents
- B.Avinash (author)
- Shaik.Ishrath Anjum (author)
- Syed.Roohi (author)
- Vibudi.Divya Priya (author)
- Venicharla.Bhargavi (author)
- Longman Publishers (publisher)
Identifiers DOI 10.46243/jst.2024.v9.i4.pp1-10
Abstract
Text presented in videos includes vital information for content analysis, indexing, andretrieval of videos. Finding,verifying, and recognizing video text against complex backgroundsis a key technique for extracting this content. The existing system faces challenges ineffectively detecting and recognizing text content in images, limiting its applications to only images and recognizing text in English. This highlights the limitations of the CTPN network, which can only detect text in approximate horizontal directions. Additionally, the CRNN algorithm used for text recognition lacks efficiencyin handling occluded text, indicating the need for improvement in both text detection and recognitionunder complex backgrounds.Our proposed system suggests a method for text detection and recognition in real-time videos, and web cameras with enhanced multilingual support and converts any language text into English.Efficient handling of occluded text, Efficient handling of text orientations, variations of different fontstyles, sizes and text distortions using text detection tools such as the OpenCV. This tool extracts the region of interest of text in the video frames, implementing text detection throughOptical Character Recognition (OCR) and Pytesseract. OCR and Pytesseract extract text from video frames and pre-process frames for better recognition, enabling automated text extraction and analysis in videos. This approach offers a promising solution with much more better results than the existing method for detecting text in videos and web cameras.
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Each element by the standard's name (Annex B: reference elements, then administrative) and the Handbook's (in grey), read off the record above.
| Element | Value | In the record |
|---|---|---|
| DOI Name DOI name | 10.46243/jst.2024.v9.i4.pp1-10 | doi |
| Referent Type referentType | Creation | referent |
| Referent Sub-Type referentSubType | JournalArticle — an article in a journal | type |
| Referent Name(s) referentName(s) | Real -Time Text Detection and Recognition Based on Optical Character Recognition(OCR) (PrincipalTitle, en) | titles |
| Basic Metadata basicMetadata | author: B.Avinash author: Shaik.Ishrath Anjum author: Syed.Roohi author: Vibudi.Divya Priya author: Venicharla.Bhargavi publisher: Longman Publishers published: 2024-04-01 part of: Journal of Science & Technology · ISSN 2456-5660 · vol. 09 · no. 04 · pp. 1 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 | 2026-08-27 | 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
Every change to this DOI, in order, as it was recorded. Entries are only ever added, never changed or removed.
| # | When | What | By | Changes |
|---|---|---|---|---|
| 1 | 29 Sep 2026, 10:00 PM | register registered at Crossref; record read from api.crossref.org | Administrator (admin) | 103 fields set · sha256 c306f48456cc… |
| 2 | 29 Sep 2026, 11:59 PM | update record re-read from api.crossref.org | Administrator (admin) | container.titles.0.value: |
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