Presentation | 2014-09-11 A Study on Tastes Estimation of Food Based on Food Images and Ingredients Hiroki MATSUNAGA, Keisuke DOMAN, Takatsugu HIRAYAMA, Ichiro IDE, Daisuke DEGUCHI, Hiroshi MURASE, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In recent years, consumer generated cooking recipe portal sites like "Rakuten Recipe" have spread, and the number of cooking recipes on the Web is increasing. Users search from a large number of recipe, that suits their requirments by keywords such as recipe title or ingredients. Although taste is an important factor when searching food, since the information on taste is usually not included in a recipe, it is necessary to add the information on taste to recipes. Therefore, we have been attempting to estimate the taste of a food by analyzing the information in a cooking recipe. In this report, we propose a method that focuses on the correlation of taste and both ingredients and a food image, to estimate its taste from cooking recipes. By learning using as a teacher signal descriptions of taste in comments regarding each cooking recipe, the proposed method for estimating the taste of food. Through an experiment, compared with the method based only on ingredients, the effectiveness of the proposed method was confirmed. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Cooking recipe / taste estimation / food image / ingredient |
Paper # | DE2014-28 |
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Conference Information | |
Committee | DE |
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Conference Date | 2014/9/3(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Data Engineering (DE) |
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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 Tastes Estimation of Food Based on Food Images and Ingredients |
Sub Title (in English) | |
Keyword(1) | Cooking recipe |
Keyword(2) | taste estimation |
Keyword(3) | food image |
Keyword(4) | ingredient |
1st Author's Name | Hiroki MATSUNAGA |
1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
2nd Author's Name | Keisuke DOMAN |
2nd Author's Affiliation | School of Engineering, Chukyo University:Graduate School of Information Science, Nagoya University |
3rd Author's Name | Takatsugu HIRAYAMA |
3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
4th Author's Name | Ichiro IDE |
4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
5th Author's Name | Daisuke DEGUCHI |
5th Author's Affiliation | Information and Communications Headquarters, Nagoya University:Graduate School of Information Science, Nagoya University |
6th Author's Name | Hiroshi MURASE |
6th Author's Affiliation | Graduate School of Information Science, Nagoya University |
Date | 2014-09-11 |
Paper # | DE2014-28 |
Volume (vol) | vol.114 |
Number (no) | 204 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |