| Presentation | 2014-03-06 Estimating nutrition information based on semantic segmentation of food image Kyoko SUDO, Kazuhiko MURASAKI, Yoshiki KAMIYA, Yukinobu TANIGUCHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recognition of food image and the estimation of nutrition information is important for health support services using mobile devices. There is a possibility of improvement of estimation accuracy by segmentation of the region of food objects. In this paper, we propose a method to estimate nutrition information based on the segmentaion and the labeling of the region of food objects by adopting the semi-supervised annotation method. In order to estimate nutrition information such as calorie, the appearance frequency of labels which are given to the small regions is learned by regression analysis. The experiment show that the value of calorie is better estimated by using labels of segmented region than directly using the color feature for regression. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | food image / recipe / ingredients / segmentation |
| Paper # | IMQ2013-38,IE2013-147,MVE2013-76 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2014/2/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Media Experience and Virtual Environment (MVE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimating nutrition information based on semantic segmentation of food image |
| Sub Title (in English) | |
| Keyword(1) | food image |
| Keyword(2) | recipe |
| Keyword(3) | ingredients |
| Keyword(4) | segmentation |
| 1st Author's Name | Kyoko SUDO |
| 1st Author's Affiliation | NTT Media Intelligence Laboratories, Nippon Telegraph and Telephone() |
| 2nd Author's Name | Kazuhiko MURASAKI |
| 2nd Author's Affiliation | NTT Media Intelligence Laboratories, Nippon Telegraph and Telephone |
| 3rd Author's Name | Yoshiki KAMIYA |
| 3rd Author's Affiliation | Nagoya Institute of Technology |
| 4th Author's Name | Yukinobu TANIGUCHI |
| 4th Author's Affiliation | NTT Media Intelligence Laboratories, Nippon Telegraph and Telephone |
| Date | 2014-03-06 |
| Paper # | IMQ2013-38,IE2013-147,MVE2013-76 |
| Volume (vol) | vol.113 |
| Number (no) | 470 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |