| Presentation | 2015-09-25 A Study on Hierarchical Food Classification Hokuto Kagaya, Shota Horiguchi, Sosuke Amano, Kiyoharu Aizawa, Makoto Ogawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Automatic food recognition or classification is very challenging task. One of the reason is that the number of food items is enormous, and so we can't easily choose a single label for each food image. To solve this problem, we have studied hierarchical food classification. In this paper, we investigate the benefits of introducing hierarchy to classication and try to build hierarchy from words of food names automatically. As a result, we observed the difference between data used for training. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | food image analysis / food image recognition / semantic hierarchy |
| Paper # | DE2015-30 |
| Date of Issue | 2015-09-17 (DE) |
| Conference Information | |
| Committee | DE |
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| Conference Date | 2015/9/24(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Data Engineering and Food Media |
| Chair | Masato Oguchi(Ochanomizu Univ.) |
| Vice Chair | Makoto Onizuka(Osaka Univ.) / Masashi Toyoda(Univ. of Tokyo) |
| Secretary | Makoto Onizuka(Univ. of Electro-Comm.) / Masashi Toyoda(Kyushu Univ.) |
| Assistant | Mayuki Ueda(Univ. of Marketing and Distrbution Science) / Daisuke Kitayama(Kogakuin Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Data Engineering |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Hierarchical Food Classification |
| Sub Title (in English) | |
| Keyword(1) | food image analysis |
| Keyword(2) | food image recognition |
| Keyword(3) | semantic hierarchy |
| 1st Author's Name | Hokuto Kagaya |
| 1st Author's Affiliation | The University of Tokyo(The Univ. of Tokyo) |
| 2nd Author's Name | Shota Horiguchi |
| 2nd Author's Affiliation | The University of Tokyo(The Univ. of Tokyo) |
| 3rd Author's Name | Sosuke Amano |
| 3rd Author's Affiliation | foo.log Inc.(foo.log) |
| 4th Author's Name | Kiyoharu Aizawa |
| 4th Author's Affiliation | The University of Tokyo(The Univ. of Tokyo) |
| 5th Author's Name | Makoto Ogawa |
| 5th Author's Affiliation | foo.log Inc.(foo.log) |
| Date | 2015-09-25 |
| Paper # | DE2015-30 |
| Volume (vol) | vol.115 |
| Number (no) | DE-230 |
| Page | pp.pp.59-64(DE), |
| #Pages | 6 |
| Date of Issue | 2015-09-17 (DE) |