Title :
Remarks on Simple Gesture Recognition of Bio-Potential Signals and Its Application to Hands-Free Manipulation System
Author :
Takahashi, Kazuhiko ; Nakauke, Takashi ; Hashimto, Masafumi
Author_Institution :
Doshisha Univ., Kyoto
Abstract :
This paper proposes a nonverbal interface system using bio-potential signals, such as EOG and EMG, measured by a brain-computer interface and investigates its possibility of applying to control application. A simple gesture recognition algorithm is presented to estimate the user´s intentions from the bio-potential signals. To evaluate the feasibility and the characteristics of the nonverbal interface system, moving control experiments in virtual space are carried out and the effectiveness of the proposed system is confirmed
Keywords :
bioelectric potentials; electro-oculography; electromyography; gesture recognition; man-machine systems; manipulators; medical signal processing; mobile robots; neurophysiology; EMG; EOG; bio-potential signals; brain-computer interface; gesture recognition algorithm; hands-free manipulation system; manipulator; mobile robot; nonverbal interface system; robot control experiments; users intention estimation; Application software; Brain computer interfaces; Communication system control; Control systems; Electroencephalography; Electromyography; Electrooculography; Humans; Man machine systems; Microcomputers;
Conference_Titel :
TENCON 2006. 2006 IEEE Region 10 Conference
Conference_Location :
Hong Kong
Print_ISBN :
1-4244-0548-3
Electronic_ISBN :
1-4244-0549-1
DOI :
10.1109/TENCON.2006.343994
