Proceedings of the KOSOMBE Conference (대한의용생체공학회:학술대회논문집)
- Volume 1997 Issue 11
- /
- Pages.44-47
- /
- 1997
A study on the Hand Gesture Recognition using Instance Based Learning and Symbolic Learning Algorithms
인스턴스 기본 학습과 상징적 학습 알고리즘을 이용한 핸드제스쳐의 인식에 관한 연구
- Choi, S.K. (Department of Electrical Engineering, Yonsei University) ;
- Lee, J.W. (Department of Electrical Engineering, Yonsei University) ;
- Lee, M.H. (Department of Electrical Engineering, Yonsei University)
- Published : 1997.11.28
Abstract
This paper is a study on the hand gesture recognition using Instance-based teaming, Symbolic learning algorithms and Power Glove which supplies information on finger position, hand position and orientation. The data were carefully examined, and a few features of the data that would serve as good discriminants between signs when used with the learning algorithms were extracted. The hand gesture data collected from 5 people were applied to the teaming algorithms. In spite of the noise and accuracy constraints of the equipment used, some accuracy rates were achieved.
Keywords