Important New Developments in Arabographic Optical Character Recognition (OCR)
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Abstract (arXiv)
The OpenITI team has achieved Optical Character Recognition (OCR) accuracy rates for classical Arabic-script texts in the high nineties. These numbers are based on our tests of seven different Arabic-script texts of varying quality and typefaces, totaling over 7,000 lines. These accuracy rates not only represent a distinct improvement over the actual accuracy rates of the various proprietary OCR options for classical Arabic-script texts, but, equally important, they are produced using an open-source OCR software, thus enabling us to make this Arabic-script OCR technology freely available to the broader Islamic, Persian, and Arabic Studies communities.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 28 Mar 2017.
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Citing papers per year: 2021: 2; 2022: 1; 2023: 0; 2024: 1; 2025: 1; 2026: 1.
6 papers.
- 2026Reading or Guessing? Visual Grounding Failures of Vision-Language Models for OCR in Ancient Greek Editionscited by 4
- 2021Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcriptioncited by 3
- 2021Handling Heavily Abbreviated Manuscripts: HTR engines vs text normalisation approachescited by 2
- 2022New Results for the Text Recognition of Arabic Maghrib=i Manuscripts -- Managing an Under-resourced Scriptcited by 1
- 2024Advances and Limitations in Open Source Arabic-Script OCR: A Case Studycited by 1
- 2025VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extractioncited by 0
- 2026Reading or Guessing? Visual Grounding Failures of Vision-Language Models for OCR in Ancient Greek Editions26 May 2026
- 2025VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction12 Oct 2025
- 2024Advances and Limitations in Open Source Arabic-Script OCR: A Case Study8 Feb 2024
- 2022New Results for the Text Recognition of Arabic Maghrib=i Manuscripts -- Managing an Under-resourced Script29 Nov 2022
- 2021Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription16 Dec 2021
- 2021Handling Heavily Abbreviated Manuscripts: HTR engines vs text normalisation approaches7 Jul 2021