대한의용생체공학회:학술대회논문집 (Proceedings of the KOSOMBE Conference)

대한의용생체공학회 (The Korean Society of Medical and Biological Engineering)
권호 표지

인스턴스 기본 학습과 상징적 학습 알고리즘을 이용한 핸드제스쳐의 인식에 관한 연구

A study on the Hand Gesture Recognition using Instance Based Learning and Symbolic Learning Algorithms

  • 최성균 (연세대학교 공과대학 전기공학과) ;
  • 이정환 (연세대학교 공과대학 전기공학과) ;
  • 이명호 (연세대학교 공과대학 전기공학과)
  • 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)
  • 발행 : 1997.11.28
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초록

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.

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