Name
Title | ||
|---|---|---|
Research on Gesture Definition and Electrode Placement in Pattern Recognition of Hand Gesture Action SEMG |
Abstract | ||
|---|---|---|
The goal of this study is to explore the effects of electrode place-ment on the hand gesture pattern recognition performance.
We have conducted experiments with surface EMG sensors using two detecting electrode channels. In total 25 different hand
gestures and 10 different electrode positions for measuring muscle activities have been evaluated. Based on the experimental
results, dependencies between surface EMG signal detection positions and hand gesture recognition performance have been analyzed
and summarized as suggestions how to define hand gestures and select suitable electrode positions for a myoelectric control
system. This work provides useful insight for the development of a medical rehabilitation system based on EMG technique.
|
Year | DOI | Venue |
|---|---|---|
2008 | 10.1007/978-3-540-77413-6_5 | ICMB'08 Proceedings of the 1st international conference on Medical biometrics |
Keywords | Field | DocType |
null | Computer vision,Detection theory,Pattern recognition,Gesture,Computer science,Gesture recognition,Speech recognition,Artificial intelligence,Control system,Electrode | Conference |
Volume | ISSN | ISBN |
4901 | 16113349 | 3-540-77410-6 |
Citations | PageRank | References |
6 | 0.60 | 3 |
Authors | ||
7 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xu Zhang | 1 | 390 | 37.49 |
| Xiang Chen | 2 | 178 | 13.62 |
| Zhangyan Zhao | 3 | 70 | 5.78 |
| You-qiang Tu | 4 | 7 | 0.98 |
| Ji-hai Yang | 5 | 226 | 13.30 |
| Vuokko Lantz | 6 | 333 | 20.79 |
| Kongqiao Wang | 7 | 634 | 43.95 |