filename     : Kwo05.pdf
entry        : inproceedings
conference   : ACM SIGCHI ACE 2005, Valencia, Spain, June 15 - June 17, 2005
pages        : 95-101 
year         : 2005 
month        : June
title        : Combining Body Sensors and Visual Sensors for Motion Training
subtitle     :
author       : Doo Young Kwon, Markus Gross
booktitle    : Proceedings of ACM SIGCHI ACE 2005
ISSN/ISBN    : 1-59593-110-4
editor       : 
publisher    : ACM Press
publ.place   : New York, USA
volume       :
issue        :
language     : English 
keywords     : Motion Training System, Body Sensor, Visual Sensor, Mo-
tion Chunk, Motion Analysis, Visual Feedback 
abstract     : We present a new framework to build motion training systems using machine learning techniques. The goal of our approach is the design of a training method based on the combination of body and visual sensors. We introduce the concept of a Motion Chunk to analyze human motion and construct a motion data model in real-time. The system provides motion detection and evaluation and visual feedback generation. We discuss the results of user tests regarding the system eficiency in martial art training. With our system, trainers can generate motion training videos and practice complex motions precisely evaluated by a computer.