EMG-based hand gesture recognition for realtime biosignal interfacing

International Conference on Intelligent User Interfaces, Proceedings IUI

Volumn , Issue , 2008, Pages 30-39

  Kim, Jonghwa ^a   Mastnik, Stephan ^a   André, Elisabeth ^a  

^a Multimedia Konzepte und Ihre Anwendungen   (Germany)

Author keywords

Biosignal analysis; Electromyogram; Gesture recognition; Human computer interaction; Neural interfacing

Indexed keywords

CLASSIFIERS; FACE RECOGNITION; HUMAN COMPUTER INTERACTION; INTERFACES (COMPUTER); KNOWLEDGE MANAGEMENT; LEARNING SYSTEMS; USER INTERFACES;

BIOSIGNAL ANALYSIS; DECISION LEVEL FUSIONS; EASE OF USES; ELECTROMYOGRAM; FEATURE SETS; FOURIER; FREQUENCY DOMAINS; HAND GESTURE RECOGNITIONS; LINEAR CLASSIFIERS; MEAN VALUES; NEURAL INTERFACING; ONE HANDS; REAL TIMES; RECOGNITION ACCURACIES; SINGLE CHANNELS; STANDARD DEVIATIONS; STATISTICAL FEATURES;

GESTURE RECOGNITION;

EID: 57349113834     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1378773.1378777     Document Type: Conference Paper

References (22)

1. Kim, J-.S., Jeong, and H., Son, W., A new means of HCI: EMG-MOUSE, 2004 IEEE International Conference on Systems, Man and Cybernetics, Volume 1, 10-13 Oct. 2004, 100-104.
2. Kim, J., Bee, N. Wagner, J., and André, E. Emote to Win: Affective Interactions with a Computer Game Agent, Lecture Notes in Informatics (LNI), P-50, 2004, 159-164.
3. Park DG, and Kim HC. Muscleman: Wireless input device for a fighting action game based on the EMG signal and acceleration of the human forearm. [http://melab.snu.ac.kr/Research/melab/doc/HCI/muscleman-paper.pdf].
4. Sakurazawa, S., Yoshida, N., and Munekata, N. Entertainment feature of a game using skin conductance response, in ACE '04: Proceedings of the 2004 ACM SIGCHI International Conference on Advances in computer entertainment technology (2004), 181-186.
5. Wagner, J., Kim, J., and Andre, E. From Physiological Signals to Emotions: Implementing and Comparing Selected Methods for Feature Extraction and Classification. In IEEE International Conference on Multimedia & Expo (ICME 2005), 2005, 940-943.
6. Dubost, G. and Tanaka, A. A wireless, network-based biosensor interface for music, In Proceedings of International Computer Music Conference (ICMC), 2002.
7. Troester, G. The agenda of wearable healthcare, in IMIA Yearbook of Medical Informatics (2005), 125-138.
8. Reischl, M., Mikut, R., Pylatiuk, C. and Schulz, S. Erweiterung der Ansteuerungsmoeglichkeiten myoelektrischer Handprothesen, Biomedizinische Technik 47, Ergänzungsband 1, 2002, 868-870.
9. Ebrahimi, T., Vesin, J. and Garcia, G. Brain-computer interface in multimedia communication, in IEEE Signal Processing Magazine, Volume: 20, Issue: 1, 2003, 14-24.
10. Crawford, B., Miller, K., Shenoy, P. and Rao, R. Realtime classification of electromyographic signals for robotic control, in Proceedings of the National Conference on Artificial Intelligence, Vol. 20, 2005, 523-528.
11. Costanza, E., Perdomo, A., Inverso, S. A. and Allen, R. EMG as a subtle input interface for mobile computing, Lecture Notes in Computer Science, Issue 3160, 2004, 426-430.
12. Fistre, J. and Tanaka, A. Real time EMG gesture recognition for consumer electronics device control, Presented at Sony CSL Paris Open House 10/2002, http://www.csl.sony.fr/~atau/gesture/
13. Costanza, E., Inverso, S. A., Allen, R. and Maes, P. Intimate interfaces in action: Assessing the usability and subtlety of emg-based motionless gestures, In: Proceedings of ACM CHI 2007, Conference on Human Factors in Computing Systems, 2007, 819-828.
14. Naik, G.R., Kumar, D.K., Singh, V.P., & Palaniswami, M. Hand gestures for HCI using ICA of EMG. HCSNet Workshop on the Use of Vision in HCI, 2006, 67-72.
15. Wheeler, K. R. Device control using gestures sensed from EMG, in IEEE International Conference on Soft Computing in Industrial Applications, 2003.
16. Jorgensen, C., Wheeler, K. and Stepniewski, S. Bioelectric control of a 757 class high fidelity aircraft simulation, in Proc. World Automation Congr., Wailea, Maui, HI, June 11-16, 2000.
17. Lippert, H. Anatomie, Urban & Fischer Verlag, 2000.
18. DeLuca, C. J. Surface electromyography: Detection and recording, MA: Neuro-Muscular Research Center, Boston Univ, 2002.
19. Ciaccio, E., Dunn and S., Akay, M. Biosignal pattern recognition and interpretation systems, part 2 of 4: Methods for feature extraction and selection, in IEEE Engineering in Medicine and Biology (1993), 106-113.
20. Niemann, H. Klassifikation von Mustern, (2nd Edition). Berlin: Springer, 2003.
21. Duda, R., Hart, P. and Stork, D. Pattern Classification (2nd Edition). John Wiley Sons, Inc., USA, 2001.
22. Bennett, J. How-to build guide: PC Controlled RC Car. http://www.jbprojects.net/articles/rc/