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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.7 No.1
- 발행연도
- 2007.3
- 수록면
- 71 - 76 (6page)
이용수
초록· 키워드
오류제보하기
This paper deals with implementing a steganography based multi-modal biometric system. For this purpose, we construct a multi-biometrics system based on the face and iris recognition. Here, the feature vector of iris pattern is hidden in the face image. The recognition system is designed by the fuzzy-based Linear Discriminant Analysis(LDA), which is an expanded approach of the LDA method combined by the theory of fuzzy sets. Furthermore, we present a watermarking method that can embed iris information into face images. Finally, we show the advantages of the proposed watermarking scheme by computing the ROC curves and make some comparisons recognition rates of watermarked face images with those of original ones. From various experiments, we found that our proposed scheme could be used for establishing efficient and secure multi-modal biometric systems.
목차
Abstract
1. Introduction
2. Face Recognition and Iris Recognition
3. Biometric Information Security based on Digital Watermarking
4. Experiments and Analysis
5. Concluding Remarks
References
참고문헌 (10)
참고문헌 신청
Kwan-Ho Lin , 2003 , An efficient human face indexing scheme using eig
Hyoun-Joo Go , 2004 , Face Recognition for Expressive Face Images 3046 : 924 ~ 932
C. Liu , 2002 , Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition 11 (4)
J. G. Daugman , 1988 , Complete Discrete 2-D Gabor Transforms by Neural Networks for Image Analysis and Compression 36 (7)
W. W. Boles , 1998 , A Human Identification Technique Using Images of the Iris and Wavelet Transform 46 (4)
Hyoun-Joo Go , 2004 , Face Recognition for Expressive Face Images 3046 : 924 ~ 932
C. Liu , 2002 , Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition 11 (4)
J. G. Daugman , 1988 , Complete Discrete 2-D Gabor Transforms by Neural Networks for Image Analysis and Compression 36 (7)
W. W. Boles , 1998 , A Human Identification Technique Using Images of the Iris and Wavelet Transform 46 (4)
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UCI(KEPA) : I410-ECN-0101-2009-028-014915447