Rapid recognition of dynamic hand gestures using leap motion
Yanmei Chen, Zeyu Ding, Yen-Lun Chen, Xinyu Wu · 2015
Human Computer Interaction would be much more smooth with the implementation of rapid recognition, the aim of which is to recognize the hand gesture before it is completed. In this paper, a rapid recognition for dynamic hand gestures using leap motion is proposed. The database contains the three-dimensional motion trajectory of the numbers and the alphabet (36 gestures in total) which captured by utilizing a leap motion. In order to enhance the effectiveness of rapid recognition, the SVM algorithm is utilized in the paper. Experimental results show high recognition rate and accuracy of the proposed system.