지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 제어로봇시스템학회 International Journal of Control, Automation, and Systems International Journal of Control, Automation, and Systems 제6권 제6호
- 발행연도
- 2008.12
- 수록면
- 800 - 808 (9page)
이용수
초록· 키워드
오류제보하기
A fingerprint verification system based on a set of invariant moment features and a nonlinear Back Propagation Neural Network (BPNN) verifier is proposed. An image-based method with invariant moment features for fingerprint verification is used to overcome the demerits of traditional minutiae-based methods and other image-based methods. The proposed system contains two stages: an off-line stage for template processing and an on-line stage for testing with input fingerprints. The system preprocesses fingerprints and reliably detects a unique reference point to determine a Region-of-Interest (ROI). A total of four sets of seven invariant moment features are extracted from four partitioned sub-images of an ROI. Matching between the feature vectors of a test fingerprint and those of a template fingerprint in the database is evaluated by a nonlinear BPNN and its performance is compared with other methods in terms of absolute distance as a similarity measure. The experimental results show that the proposed method with BPNN matching has a higher matching accuracy, while the method with absolute distance has a faster matching speed. Comparison results with other famous methods also show that the proposed method outperforms them in verification accuracy.
목차
Abstract
1. INTRODUCTION
2. INVARIANT MOMENTS ANALYSIS
3. PROPOSED FINGERPRINT VERIFICATION SYSTEM
4. EXPERIMENTAL RESULTS
5. CONCLUSIONS
REFERENCES
참고문헌 (20)
참고문헌 신청
1. [학술지(정기간행물)] - T. Amornraksa / 2006 / Fingerprint recognition using DCT features / Electronics Letters 42 (9) : 522 ~ 523
2. [학술지(정기간행물)] - S. Chikkerur / 2007 / Fingerprint enhancement using STFT analysis / Pattern Recognition 40 (1) : 198 ~ 211
3. [단행본] - L. Fausett / 1994 / Fundamentals of Neural Networks Architecture, Algorithm and Application / Prentice Hall
4. [단행본] - R. C. Gonzalez / 2002 / Digital Image Processing / Prentice Hall
5. [학술지(정기간행물)] - L. Hong / 1998 / Fingerprint image enhancement: Algorithm and performance evaluation / Transactions on Pattern Analysis and Machine Intelligence 21 (4) : 777 ~ 789
2. [학술지(정기간행물)] - S. Chikkerur / 2007 / Fingerprint enhancement using STFT analysis / Pattern Recognition 40 (1) : 198 ~ 211
3. [단행본] - L. Fausett / 1994 / Fundamentals of Neural Networks Architecture, Algorithm and Application / Prentice Hall
4. [단행본] - R. C. Gonzalez / 2002 / Digital Image Processing / Prentice Hall
5. [학술지(정기간행물)] - L. Hong / 1998 / Fingerprint image enhancement: Algorithm and performance evaluation / Transactions on Pattern Analysis and Machine Intelligence 21 (4) : 777 ~ 789
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UCI(KEPA) : I410-ECN-0101-2013-569-003217697