| Presentation | 2015-03-03 Toward understanding cooking activities based on gaze analysis Hiroya INOUE, Takatsugu HIRAYAMA, Ichiro IDE, Daisuke DEGUCHI, Hiroshi MURASE, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, we evaluate the possibility of classifying cooking actions by means of gaze analysis for the understanding of cooking activities. Since gaze information is important in understanding human behavior, we obtain it by a device mounted on the head, and use it to classify cooking actions. To analysis gaze information, we use the N-gram model known as effective for representing gase transition. As a result of learning this by SVM classifiers, in case of a 2-classes problem where the input action was judged as a target action or not, an average F score of 87.7% was obtained. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Classification of cooking actions / gaze analysis |
| Paper # | IMQ2014-35,IE2014-96,MVE2014-83 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2015/2/24(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) | Toward understanding cooking activities based on gaze analysis |
| Sub Title (in English) | |
| Keyword(1) | Classification of cooking actions |
| Keyword(2) | gaze analysis |
| 1st Author's Name | Hiroya INOUE |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Takatsugu HIRAYAMA |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Ichiro IDE |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 4th Author's Name | Daisuke DEGUCHI |
| 4th Author's Affiliation | Information and Communications Headquarters, Nagoya University:Graduate School of Information Science, Nagoya University |
| 5th Author's Name | Hiroshi MURASE |
| 5th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2015-03-03 |
| Paper # | IMQ2014-35,IE2014-96,MVE2014-83 |
| Volume (vol) | vol.114 |
| Number (no) | 487 |
| Page | pp.pp.- |
| #Pages | 2 |
| Date of Issue | |