2020
DOI: 10.1016/j.procs.2020.06.084
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A Method of Japanese Ancient Text Recognition by Deep Learning

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Cited by 13 publications
(4 citation statements)
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“…This body of work has focused on optical character recognition and visual analysis [31][32][33][34] , writer identification [35][36][37] and text analysis [38][39][40][41][42][43][44] , stylometrics 45 and document dating 46 . It is only very recently that scholarship has begun to use deep learning and neural networks for optical character recognition [47][48][49][50][51][52][53][54][55] , text analysis 56 , machine translation of ancient texts [57][58][59] , authorship attribution 60,61 and deciphering ancient languages 62,63 , and been applied to study the form and style of epigraphic monuments 64 .…”
Section: Previous Workmentioning
confidence: 99%
“…This body of work has focused on optical character recognition and visual analysis [31][32][33][34] , writer identification [35][36][37] and text analysis [38][39][40][41][42][43][44] , stylometrics 45 and document dating 46 . It is only very recently that scholarship has begun to use deep learning and neural networks for optical character recognition [47][48][49][50][51][52][53][54][55] , text analysis 56 , machine translation of ancient texts [57][58][59] , authorship attribution 60,61 and deciphering ancient languages 62,63 , and been applied to study the form and style of epigraphic monuments 64 .…”
Section: Previous Workmentioning
confidence: 99%
“…After rapid development at home and abroad, ViT has also achieved good performance in computer vision tasks, such as detection [ 40 ], segmentation [ 41 ], tracking [ 42 ], image generation [ 43 ], enhancement [ 44 ], ancient text recognition [ 45 ], et al In the future, the ViT will have a broad development prospect.…”
Section: Related Workmentioning
confidence: 99%
“…However, Kuzushi-ji is not used in the present day, causing only few experts of classical Japanese can read Kuzushi-ji and understand the contents of the books. To re-organize and preserve this cultural heritage, researchers have digitalized the early Japanese books and applied the combining Kuzushi-ji and Optical Character Recognition(OCR) to recognize the Kuzushiji [1][2][3]. Humanities research intuition such as the Center for Open Data(CODH) [4] and Art Research Center(ARC) of Ritsumeikan [5] digitize the early Japanese books and re-organize them for the database to prevent degradation and prompt combine computer science with humanities.…”
Section: Introductionmentioning
confidence: 99%