Title :
Depth-based hand gesture recognition for home appliance control
Author :
Chih-Hung Wu ; Chang Hong Lin
Author_Institution :
Dept. of Electron. & Comput. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
Abstract :
This paper presented a dynamic hand gesture recognition system for home appliance control using only the depth camera. The dynamic hand gesture is recognized using static hand postures and hand trajectory. The proposed system can recognize seven commonly used dynamic hand gestures. Experimental results show that the system is effective for home appliance control.
Keywords :
cameras; domestic appliances; gesture recognition; home automation; depth camera; depth-based hand gesture recognition; dynamic hand gesture; hand trajectory; home appliance control; static hand postures; Cameras; Dynamics; Gesture recognition; Home appliances; Thumb; Trajectory;
Conference_Titel :
Consumer Electronics (ISCE), 2013 IEEE 17th International Symposium on
Conference_Location :
Hsinchu
Print_ISBN :
978-1-4673-6198-9
DOI :
10.1109/ISCE.2013.6570227
