Title :
A motion classifier for Microsoft Kinect
Author :
Waithayanon, Chitphon ; Aporntewan, Chatchawit
Author_Institution :
Dept. of Math. & Comput. Sci., Chulalongkorn Univ., Bangkok, Thailand
fDate :
Nov. 29 2011-Dec. 1 2011
Abstract :
In this paper we proposed a motion classifier using Microsoft Kinect. The main algorithm was based on Dynamic Time Warping (DTW). We tested the classifier with 7 motions. The experimental results showed that DTW coupled with human joint positions captured by Microsoft Kinect were capable of classifying the selected motions.
Keywords :
image classification; image motion analysis; DTW; Microsoft Kinect; dynamic time warping; human joint position; motion classifier; Dynamics; Humans; Joints; Programming; Robot sensing systems; Software;
Conference_Titel :
Computer Sciences and Convergence Information Technology (ICCIT), 2011 6th International Conference on
Conference_Location :
Seogwipo
Print_ISBN :
978-1-4577-0472-7
