| Presentation | 2011-03-07 Ingredient Recognition Using Load Feature at Cutting Action Yoshiki TSUCHIMOTO, Atsushi HASHIMOTO, Takuya FUNATOMI, Yoko YAMAKATA, Mayumi UEDA, Michihiko MINOH, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a method for recognizing ingredients using load feature. To measure the load on a chopping board, we developed the load sensing board using load sensors. The proposed method detects a chop by finding sharp falling edge in load sequence, and clips the chop segments. From the segments, we extract Max, Duration, Impulse, Peak Position, and Kurtosis as features, and apply SVM for ingredient recognition. As a result, the proposed method achieved a precision rate of 98.1% and a recall rate of 99.8% in chop detection, and a recognition rate of 67.4% on average for 16 kinds of ingredients. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Ingredient Recognition / Load Sensing / Chop Detection |
| Paper # | IE2010-155,MVE2010-143 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2011/2/28(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) | Ingredient Recognition Using Load Feature at Cutting Action |
| Sub Title (in English) | |
| Keyword(1) | Ingredient Recognition |
| Keyword(2) | Load Sensing |
| Keyword(3) | Chop Detection |
| 1st Author's Name | Yoshiki TSUCHIMOTO |
| 1st Author's Affiliation | Graduate School of Informatics, Kyoto Univ.() |
| 2nd Author's Name | Atsushi HASHIMOTO |
| 2nd Author's Affiliation | Graduate School of Informatics, Kyoto Univ. |
| 3rd Author's Name | Takuya FUNATOMI |
| 3rd Author's Affiliation | Academic Center for Computing and Media Studies, Kyoto Univ. |
| 4th Author's Name | Yoko YAMAKATA |
| 4th Author's Affiliation | Academic Center for Computing and Media Studies, Kyoto Univ. |
| 5th Author's Name | Mayumi UEDA |
| 5th Author's Affiliation | Graduate School of Informatics, Kyoto Univ. |
| 6th Author's Name | Michihiko MINOH |
| 6th Author's Affiliation | Academic Center for Computing and Media Studies, Kyoto Univ. |
| Date | 2011-03-07 |
| Paper # | IE2010-155,MVE2010-143 |
| Volume (vol) | vol.110 |
| Number (no) | 457 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |