Paper Abstract and Keywords |
Presentation |
2020-03-13 15:30
Toward script translation in calligraphic works using deep learning
-- Character recognition of seal scripts -- Shohei Ninomiya, Masanori Nakayama, Atsushi Miyazawa, Issei Fujishiro (Keio Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Calligraphic scripts are classified broadly into five types: seal, clerical, cursive, running, and standard. In this study, we propose a convolutional neural network-based method for character recognition of seal scripts. Utilizing the feature that kanji is composed of parts such as the radicals, we can recognize unreadable characters used in calligraphic works through image recognition of each part of the characters. Our method provides a general purpose processing environment of character recognition with small numbers of data and classes. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Character recognition / Deep learning / Calligraphic works / / / / / |
Reference Info. |
ITE Tech. Rep., vol. 44, pp. 75-78, March 2020. |
Paper # |
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Date of Issue |
2020-03-06 (AIT) |
ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
Download PDF |
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Conference Information |
Committee |
AIT IIEEJ AS CG-ARTS |
Conference Date |
2020-03-13 - 2020-03-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tokyo University of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Expressive Japan 2020 |
Paper Information |
Registration To |
IIEEJ |
Conference Code |
2020-03-AIT-IIEEJ-AS-ARTS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Toward script translation in calligraphic works using deep learning |
Sub Title (in English) |
Character recognition of seal scripts |
Keyword(1) |
Character recognition |
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Deep learning |
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Calligraphic works |
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1st Author's Name |
Shohei Ninomiya |
1st Author's Affiliation |
Keio University (Keio Univ.) |
2nd Author's Name |
Masanori Nakayama |
2nd Author's Affiliation |
Keio University (Keio Univ.) |
3rd Author's Name |
Atsushi Miyazawa |
3rd Author's Affiliation |
Keio University (Keio Univ.) |
4th Author's Name |
Issei Fujishiro |
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Keio University (Keio Univ.) |
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Speaker |
Author-1 |
Date Time |
2020-03-13 15:30:00 |
Presentation Time |
15 minutes |
Registration for |
IIEEJ |
Paper # |
AIT2020-69 |
Volume (vol) |
vol.44 |
Number (no) |
no.10 |
Page |
pp.75-78 |
#Pages |
4 |
Date of Issue |
2020-03-06 (AIT) |