| Presentation | 2015-06-19 A new approach for gesture recognition by EMG sensors Yoichi Nagashima, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This is a experimental report about an application with EMG sensing. I have developed some generation of EMG sensors, and have used them as new interfaces for musical expression. As a next step, I tested to recognize gestures of palm with 4-channel EMG sensor using 200band FFT analysis (realtime pattern matching). Just now I develop slight algorithm called "Lissajous Analysis" and got better result to recognize gestures of palm with 8-channel EMG sensor using realtime pattern matching. The key point is the visual biofeedback of the system. All subjects generate different parameters with gestures of the palm, there was not “general” rule of EMG gesture. Each subject has special parameter patterns compared to the whole subjects, and I showed the score of the special parameters to the subject with growing bar-graph in real time. The subject did not know the meaning of each control about parameters, but the score grew better by trying to relax and/or make tension unconsciously. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | EMG sensor / Gesture Analyze / Realtime Recognition |
| Paper # | PRMU2015-54,SP2015-23,WIT2015-23 |
| Date of Issue | 2015-06-11 (PRMU, SP, WIT) |
| Conference Information | |
| Committee | WIT / SP / ASJ-H / PRMU |
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| Conference Date | 2015/6/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kiyohiko Nunokawa(Tokyo International Univ.) / Kazunori Mano(Shibaura Inst. of Tech.) / Masato Akagi(北陸先端大) / Eisaku Maeda(NTT) |
| Vice Chair | Chikamune Wada(Kyushu Inst. of Tech.) / Norihide Kitaoka(Tokushima Univ.) / Shigeto Furukawa(NTT) / Shuji Senda(NEC) / Seiichi Uchida(Kyushu Univ.) |
| Secretary | Chikamune Wada(Nagoya Inst. of Tech.) / Norihide Kitaoka(AIST) / Shigeto Furukawa(Tsukuba Univ. of Tech.) / Shuji Senda(Tokyo City Univ.) / Seiichi Uchida(Kobe Univ.) |
| Assistant | Tomohiro Amemiya(NTT) / Takeaki Shionome(Tsukuba Univ. of Tech.) / Manabi Miyagi(Tsukuba Univ. of Tech.) / Takashi Nose(Tohoku Univ.) / Taichi Asami(NTT) / / Kazuaki Kondo(Kyoto Univ.) / Akisato Kimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Well-being Information Technology / Technical Committee on Speech / * / Technical Committee on Pattern Recognition and Media Understanding |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A new approach for gesture recognition by EMG sensors |
| Sub Title (in English) | |
| Keyword(1) | EMG sensor |
| Keyword(2) | Gesture Analyze |
| Keyword(3) | Realtime Recognition |
| 1st Author's Name | Yoichi Nagashima |
| 1st Author's Affiliation | Shizuoka University of Art and Culture(SUAC) |
| Date | 2015-06-19 |
| Paper # | PRMU2015-54,SP2015-23,WIT2015-23 |
| Volume (vol) | vol.115 |
| Number (no) | PRMU-98,SP-99,WIT-100 |
| Page | pp.pp.131-136(PRMU), pp.131-136(SP), pp.131-136(WIT), |
| #Pages | 6 |
| Date of Issue | 2015-06-11 (PRMU, SP, WIT) |