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Ultima descărcare din IBN: 2023-07-05 21:48 |
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004.912:811.135.1'1 (1) |
Application-oriented computer-based techniques (439) |
Balkan Romance / Balkan Romanic languages (1456) |
SM ISO690:2012 BUMBU, Tudor. Towards a Font Classification Model for Romanian Cyrillic Documents. In: Computer Science Journal of Moldova, 2021, nr. 3(87), pp. 291-298. ISSN 1561-4042. |
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Computer Science Journal of Moldova | ||||||
Numărul 3(87) / 2021 / ISSN 1561-4042 /ISSNe 2587-4330 | ||||||
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CZU: 004.912:811.135.1'1 | ||||||
Pag. 291-298 | ||||||
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Rezumat | ||||||
This paper presents a solution on how to classify the fonts in the 17th century Romanian Cyrillic documents. This solution is based on a mix of unsupervised and supervised machine learning technics. The unsupervised process is the application of K-Means method to create the dataset with the fonts characters and their labels, whilst the supervised process is to train two different architectures of neural networks to classify these characters. |
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Cuvinte-cheie old documents, OCR, font classification, neural networks, Romanian Cyrillic |
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