| Presentation | 2009-01-15 EMGUI : Motion Recognition for EMG User Interface Daiji ITO, Motoyuki OZEKI, Yuichi NAKAMURA, Sigeru SAKURAZAWA, Masashi TODA, Junichi AKITA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose EMGUI(User Interface by ElectroMyoGraphy) and a method of motion recognition for EMGUI. EMGUI is conposed of 2 or more types of interface parts e.g, button and lever, which are desinged by considering the characteristics of EMG and motions. A button type UI parts is assigned instantaneous motions, and a lever type UI parts is assigned motions that have certain duration. For a button type UI, the motion is recognized by SVM using short-term features,and for a lever type UI, the motion is recognized by HMM usingshor-term features and time series pattern. We conducted experiences for verifying our framework and the recognizion of motions by using from 2 to 4 motions of arms and fingers, and the results shows the efficacy of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EMGUI / EMG / motion recognition / user interface / SVM / HMM |
| Paper # | CQ2008-65,MVE2008-103 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2009/1/8(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) | EMGUI : Motion Recognition for EMG User Interface |
| Sub Title (in English) | |
| Keyword(1) | EMGUI |
| Keyword(2) | EMG |
| Keyword(3) | motion recognition |
| Keyword(4) | user interface |
| Keyword(5) | SVM |
| Keyword(6) | HMM |
| 1st Author's Name | Daiji ITO |
| 1st Author's Affiliation | Kyoto University() |
| 2nd Author's Name | Motoyuki OZEKI |
| 2nd Author's Affiliation | Kyoto University |
| 3rd Author's Name | Yuichi NAKAMURA |
| 3rd Author's Affiliation | Kyoto University |
| 4th Author's Name | Sigeru SAKURAZAWA |
| 4th Author's Affiliation | Future University-Hakodate |
| 5th Author's Name | Masashi TODA |
| 5th Author's Affiliation | Future University-Hakodate |
| 6th Author's Name | Junichi AKITA |
| 6th Author's Affiliation | Kanawaza University |
| Date | 2009-01-15 |
| Paper # | CQ2008-65,MVE2008-103 |
| Volume (vol) | vol.108 |
| Number (no) | 379 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |