Bermeitinger, Bernhard ; Gülden, Svenja A. ; Konrad, Tobias
Gracia Zamacona, Carlos ; Ortiz-García, Jónatan (eds.) (2021):
How to compute a shape: Optical character recognition for hieratic.
In: Monografías de Oriente Antiguo 1, In: Handbook of digital Egyptology: Texts, pp. 121-138, Alcalá de Henares, Editorial Universidad de Alcalá, ISBN 9788418979095,
DOI: 10.25358/openscience-6757,
[Book Section]
Abstract
This paper is written in the framework of the project Altägyptische Kursivschriften and presents an experiment for applying OCR to Hieratic, examining the final step of the OCR pipeline. A convolutional neural network is used to classify individual hieratic characters. The results prove that the classification of hieratic characters is in principle possible, but they also show, where improvements and combinations with other methods promise a better performance of recognition models.
| Item Type: | Book Section | ||||
|---|---|---|---|---|---|
| Erschienen: | 2021 | ||||
| Editors: | Gracia Zamacona, Carlos ; Ortiz-García, Jónatan | ||||
| Creators: | Bermeitinger, Bernhard ; Gülden, Svenja A. ; Konrad, Tobias | ||||
| Title: | How to compute a shape: Optical character recognition for hieratic | ||||
| Language: | English | ||||
| Abstract: | This paper is written in the framework of the project Altägyptische Kursivschriften and presents an experiment for applying OCR to Hieratic, examining the final step of the OCR pipeline. A convolutional neural network is used to classify individual hieratic characters. The results prove that the classification of hieratic characters is in principle possible, but they also show, where improvements and combinations with other methods promise a better performance of recognition models. |
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| Book Title: | Handbook of digital Egyptology: Texts | ||||
| Series: | Monografías de Oriente Antiguo 1 | ||||
| Place of Publication: | Alcalá de Henares | ||||
| Publisher: | Editorial Universidad de Alcalá | ||||
| ISBN: | 9788418979095 | ||||
| Uncontrolled Keywords: | Hieratic, handwriting recognition, optical character recognition, classification, convolutional neural network, ancient Egyptian script, | ||||
| Divisions: | 02 Department of History and Social Science 02 Department of History and Social Science > Institut für Sprach- und Literaturwissenschaft |
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| Date Deposited: | 28 Feb 2022 09:24 | ||||
| DOI: | 10.25358/openscience-6757 | ||||
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| Alternative keywords: |
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| Projects: | Altägyptische Kursivschriften | ||||
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| Suche nach Titel in: | TUfind oder in Google | ||||
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