Title :
The curved surface visualization of the expert behavior for skill transfer using Microsoft Kinect
Author :
Mitsuhashi, Kaoru ; Hashimoto, Hiroshi ; Ohyama, Yasuhiro
Author_Institution :
School of Computer Science, Tokyo University of Technology, Hachioji, Japan
Abstract :
Method of teaching and inheriting for skill is almost oral. It is not quantitative but qualitative. Quantitative inheriting of skill is difficult. In this paper, after tracking of a subject´s skill motion using Microsoft Kinect, a subject´s motion is visualized as the curved surface. A curved surface is fitted in the positions of a subject´s joint, or the direction of trajectories. Expert and beginner perform swimming and karate motion. After the motions are tracked, the trajectories of joints are transformed to a curved surface. The difference of an action between an expert and a beginner is extracted by investigating curvatures and form on the visualized curved surface. Therefore, we expected that technical skill is transferred easily.
Keywords :
Elbow; Joints; Shoulder; Splines (mathematics); Tracking; Trajectory; Visualization; B-spline Curve Surface; Experts and Beginner; Gradient Curvature Distribution; Microsoft Kinect; Skill Transfer; Tracking Motion; Visualization;
Conference_Titel :
Informatics in Control, Automation and Robotics (ICINCO), 2014 11th International Conference on