This paper proposes a new method of fingerprint singular points searching algorithm based on fingerprint orientation maps mainly. In these orientation maps, mathematical morphology theory and operations are used to search the fingerprint’s singular points in view of the phenomenon that the change of ridges’ direction at the points is the fastest in the whole fingerprint image and the directions of finger ridges which surround the points are symmetric with each other. For obtaining more accuracy result, before obtain the orientation maps, we use db3 wavelet technology to remove the most of fingerprint images’ noises in this paper. For the same reason, before the main mathematical morphology operations, we first obtain fingerprint images’ binary image models based on the db3-denoise image, and use these models to remove the disturb directions of the image background secondly. Experiments indicate this method is easy to understand, achieve and has a good robustness for the fingerprint’s translation and deformation.
목차
Abstract 1. Introduction 2. Introduction of Algorithm Procedures 3. The Theory of Db3 Wavelet 4. Introduction of Mathematics Morphology 5. The Theory of Searching Singular Points 6. Step1: The Denoising Operation of Fingerprint Images 7. Step2: The Obtaining of Fingerprint Orientation Map 8. Step3: The Obtaining of Fingerprint Binary Models 9. Step 4: Searching Singular Points 9.1. Step1: Hit mathematical morphology operation 9.2. Step2: Dilation Mathematical Morphology Operation 9.3 Step3: Obtain the Singular Point 10. The Experimental Results 11. Conclusions References
보안공학연구지원센터(IJSIA) [Science & Engineering Research Support Center, Republic of Korea(IJSIA)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Security and Its Applications
간기
격월간
pISSN
1738-9976
수록기간
2008~2016
등재여부
SCOPUS
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Security and Its Applications Vol.9 No.9