고유얼굴과 퍼지 신경망을 이용한 얼굴인식 기법
- Title
- 고유얼굴과 퍼지 신경망을 이용한 얼굴인식 기법
- Other Titles
- Face Recognition using Eigenfaces and Fuzzy Neural Networks
- Author
- 문영식
- Issue Date
- 2002-11
- Publisher
- 대한전자공학회
- Citation
- 대한전자공학회 종합 학술 대회 논문집 (추계) 2002 : 컴퓨터/반도체 소사이어티, v. 25, no. 2, page. 83-86
- Abstract
- In this paper, we propose a face recognition method using eigenfaces and fuzzy neural networks. In the proposed method, fuzzy membership degrees are assigned to 50 eigenface weights. These membership degrees are then inputed to a neural network to be trained. After training, the output value of the neural network is interpreted as the degree of face's closeness to other faces in the training database. Experimental results show that the proposed method can recognize faces more accurately than using other pattern classification methods.
- URI
- http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE06328876https://repository.hanyang.ac.kr/handle/20.500.11754/157885
- Appears in Collections:
- ETC[S] > 연구정보
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