Fingerprint Verification System based on Active Forgery Techniques | Zendy

Houssam Abbas | Zendy; Roqaya Hamad | Zendy

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Fingerprint Verification System based on Active Forgery Techniques

Author(s) -

Houssam Abbas,

Roqaya Hamad

Publication year - 2018

Publication title -

international journal of computer applications

Language(s) - English

Resource type - Journals

ISSN - 0975-8887

DOI - 10.5120/ijca2018916220

Subject(s) - computer science , fingerprint (computing) , fingerprint verification competition , computer security , fingerprint recognition

The fingerprint is a powerfully applicable tool for person authentication in commercial business, civil, and forensic usage. Minutiae points and ridge patterns consider the main source of features that mostly used in recent fingerprint identification systems. In this paper, Scale Invariant Feature Transform (SIFT) is extensively used for representation and extraction of features. After that, RANSAC algorithm is used for determining the matching area exactly. Database of International Fingerprint Verification Competition (FVC2000 and FVC2002) has used in experimental results. Finally, the results have compared with other works. Empirically, the results of the proposed algorithm were acceptable and better. General Terms Biometrics, Pattern Recognition, and Image Processing.

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