| Presentation | 2015-03-06 Gesture Recognition for Cooking Assistant System Yuma HIJIOKA, Makoto MURAKAMI, Tadahiko KIMOTO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Our purpose is to recognize cooking gesture for showing cooking information on time. We make models for cooking gesture recognition. Our approach is extracting joint positions using Kinect, and structing model by HMMs. In this research, we use OpenNI/NiTE to extract features, and HTK to struct HMMs. When we select shoulders' and elbows' position as gesture features, structured models recognize gestures by 90.6%. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multimedia on cooking and eating activities / gesture recognition / depth image / machine learning / Hidden Markov Model |
| Paper # | KBSE2014-60 |
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| Conference Information | |
| Committee | KBSE |
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| Conference Date | 2015/2/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Knowledge-Based Software Engineering (KBSE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Gesture Recognition for Cooking Assistant System |
| Sub Title (in English) | |
| Keyword(1) | Multimedia on cooking and eating activities |
| Keyword(2) | gesture recognition |
| Keyword(3) | depth image |
| Keyword(4) | machine learning |
| Keyword(5) | Hidden Markov Model |
| 1st Author's Name | Yuma HIJIOKA |
| 1st Author's Affiliation | Guraduate School of Engineering, Toyo University() |
| 2nd Author's Name | Makoto MURAKAMI |
| 2nd Author's Affiliation | Faculty of Information Sciences and Arts, Toyo University |
| 3rd Author's Name | Tadahiko KIMOTO |
| 3rd Author's Affiliation | Faculty of Science and Engineering, Toyo University |
| Date | 2015-03-06 |
| Paper # | KBSE2014-60 |
| Volume (vol) | vol.114 |
| Number (no) | 501 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |