A Method for Controlling Wheelchair Using Hand Gesture Recognition
暂无分享,去创建一个
This paper presents an approach for controlling wheelchair movement using hand gesture recognition. This method was developed based on the curvature of a hand shapes contour. It is simple and has some features to recognize and offers robustness recognizing gestures of one hand. The curvature based hand gesture recognition algorithms recognizes hand gestures using a combination of hand shape contour geometry and calculating the distance from the center of hand to the convex hull on the fingertips. In this paper, this method is able to recognize 5 different hand gestures in same backgrounds for five status movement of wheelchair like as: forward, reverse, left, right and stop. Experiments are presented to show that the wheelchair is able to move and avoid obstacles autonomously while controlled by its user via the hand gesture.
[1] Vladimir Pavlovic,et al. Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review , 1997, IEEE Trans. Pattern Anal. Mach. Intell..
[2] Nguyen Truong-Thinh,et al. Using Electrooculogram and Electromyogram for powered wheelchair , 2011, 2011 IEEE International Conference on Robotics and Biomimetics.
[3] Jayantha Katupitiya,et al. A hand gesture controlled semi-autonomous wheelchair , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).