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Journal of Emerging Trends in Computing and Information Sciences >> Call for Papers Vol. 8 No. 3, March 2017

Journal of Emerging Trends in Computing and Information Sciences

Automated Fingerprint Identification System Application For System's Equal Error Rate Evaluation

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Author Marko Kocevar, Zdravko Kacic
ISSN 2079-8407
On Pages 387-393
Volume No. 4
Issue No. 4
Issue Date May 01, 2013
Publishing Date May 01, 2013
Keywords Fingerprint recognition, fingerprint enhancement, biometrics, and fingerprint matching


Abstract

Automated fingerprint identification system has an increasingly important role in modern times. This study presents the steps of the automated fingerprint identification system and presents an application for fingerprint identification and system's equal error rate evaluation. The algorithm for fingerprint image enhancement is a key element of the system. A fingerprint image can be damaged, damp, too dry, worn, scratched, etc. Therefore it is necessary to enhance the image to the point where we can obtain a clearly defined structure of ridges and valleys and consequently also correctly determined features. This study also presents a comparison of error rate evaluation between the original fingerprint image and the enhanced fingerprint image, and introduces an application for fingerprint matching. The matching algorithm compares two fingerprints and establishes a correct match, if the fingerprints belong to the same person, or a non-match, if they belong to different persons
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