대한의용생체공학회:의공학회지 (Journal of Biomedical Engineering Research)

  • 제16권1호
  • /
  • Pages.33-42
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  • 1995
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  • 1229-0807(pISSN)
  • /
  • 2288-9396(eISSN)
대한의용생체공학회 (The Korean Society of Medical and Biological Engineering)
권호 표지

시각정보 처리 메커니즘을 이용한 형태정보인식 신경회로망의 구성

Design of a pattern recognizing neural network using information-processing mechanism in optic nerve fields

  • 강익태 (연암공업전문대학 전자계산과) ;
  • 김욱현 (영남대학교 전산공학과) ;
  • 이건기 (경상대학교 전자공학과, 생산기술연구소)
  • Kang, Ick-Tae (Dept. of Computer Science, Yonam Junior College of Engineering) ;
  • Kim, Wook-Hyun (Dept. of Computer Science, Yeongnam University) ;
  • Lee, Gun-Ki (Dept. of Electronic Engineering, Kyungsang University)
  • 발행 : 1995.03.01
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초록

A new neural network architecture for the recognition of patterns from images is proposed, which is partially based on the results of physiological studies. The proposed network is composed of multi-layers and the nerve cells in each layer are connected by spatial filters which approximate receptive fields in optic nerve fields. In the proposed method, patterns recognition for complicated images is carried out using global features as well as local features such as lines and end-points. A new generating method of matched filters representing global features is proposed in this network.

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참고문헌

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