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Deep learning of cuneiform sign detection with weak supervision using transliteration alignment

The cuneiform script provides a glimpse into our ancient history. However, reading age-old clay tablets is time-consuming and requires years of training. To simplify this process, we propose a deep-learning based sign detector that locates and classifies cuneiform signs in images of clay tablets. De...

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Detalles Bibliográficos
Autores principales: Dencker, Tobias, Klinkisch, Pablo, Maul, Stefan M., Ommer, Björn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743970/
https://www.ncbi.nlm.nih.gov/pubmed/33326435
http://dx.doi.org/10.1371/journal.pone.0243039