| Paper Abstract and Keywords |
| Presentation |
2019-12-12 13:00
Detecting dish images from comics using deep learning
Tatsuya Kobayashi, Mitsunori Matsushita (Kansai Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years, it has been studied that various methods for detecting objects depicted in a comic by learning comic images. With conventional methods, however, the learning data used to detect objects in the comics is line drawings, and the amount of data sets for that purpose is limited. To solve this problem, this study examines how to detect dishes depicted in comics by learning actual cooking photos with a deep learning method. Our pro- posed method uses three types of cooking images such as (1) unprocessed (color), (2) gray scale, and (3) comic-style image. In our method, three types of cooking images were prepared: (1) unprocessed (color), (2) gray-scale, and (3) comic-like imaging. The objects in comics were detected by SSD300. This paper compared the accuracy of cooking image extraction in comics using this method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
comics / image processing / detecting of object / dish images / / / / |
| Reference Info. |
IEICE Tech. Rep. |
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| Conference Information |
| Committee |
HCGSYMPO |
| Conference Date |
2019-12-11 - 2019-12-13 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hiroshima-ken Joho Plaza (Hiroshima) |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
HCG Symposium 2019 |
| Paper Information |
| Registration To |
HCGSYMPO |
| Conference Code |
2019-12-HCGSYMPO |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Detecting dish images from comics using deep learning |
| Sub Title (in English) |
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| Keyword(1) |
comics |
| Keyword(2) |
image processing |
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detecting of object |
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dish images |
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| 1st Author's Name |
Tatsuya Kobayashi |
| 1st Author's Affiliation |
Kansai University (Kansai Univ.) |
| 2nd Author's Name |
Mitsunori Matsushita |
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Kansai University (Kansai Univ.) |
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| Speaker |
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| Date Time |
2019-12-12 13:00:00 |
| Presentation Time |
15 minutes |
| Registration for |
HCGSYMPO |
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vol. |
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