| Presentation | 2012/3/5 Evaluating Effect of Fatigue and Forgetfulness for Gesture Recognition using Accelerometers GAKU YOSHIDA, KAZUYA MURAO, TSUTOMU TERADA, MASAHIKO TSUKAMOTO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Mobile phones and portable video games using gesture recognition technologies with an accelerometer enable drawing objects, which is difficult for conventional interfaces, and recording detailed activities in daily life. Generally, though several samples of gesture are used as training data, which may lead to misrecognition because the trajectory of gestures changes due to fatigue or forgetting gestures. However, researches considering changes of gestures have not been reported so far. We evaluate the effect of users' fatigue and forgetfulness for gesture recognition and propose a method finding appropriate position for training data in real time. We have confirmed that the proposed method finds more stable training data than that from conventional one. |
| Keyword(in Japanese) | (See Japanese page) |
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| Paper # | Vol.2012-MBL-61 No.19,Vol.2012-UBI-33 No.19 |
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| Committee | MoMuC |
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| Conference Date | 2012/3/5(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Mobile Multimedia Communications(MoMuC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluating Effect of Fatigue and Forgetfulness for Gesture Recognition using Accelerometers |
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| 1st Author's Name | GAKU YOSHIDA |
| 1st Author's Affiliation | Graduate School of Engineering, Kobe University() |
| 2nd Author's Name | KAZUYA MURAO |
| 2nd Author's Affiliation | Graduate School of Engineering, Kobe University |
| 3rd Author's Name | TSUTOMU TERADA |
| 3rd Author's Affiliation | Graduate School of Engineering, Kobe University:PRESTO, Japan Science and Technology Agency |
| 4th Author's Name | MASAHIKO TSUKAMOTO |
| 4th Author's Affiliation | Graduate School of Engineering, Kobe University |
| Date | 2012/3/5 |
| Paper # | Vol.2012-MBL-61 No.19,Vol.2012-UBI-33 No.19 |
| Volume (vol) | vol.111 |
| Number (no) | 476 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |