Fingerprint Registration Using Specialized Genetic Algorithms

Vincenzo Conti, Filippo Sorbello, Salvatore Vitabile, Filippo Sorbello, Graziella Vetrano

Risultato della ricerca: Otherpeer review

2 Citazioni (Scopus)

Abstract

One of the most common problem to realize a robust matching algorithm in an Automated Fingerprint Identification System (AFIS) is the images registration. In this paper a fingerprints registration method based on a specialized genetic algorithm (GA) is proposed. A global transformation between two fingerprint images is performed using genetic data evolutions based on specialized mutation rate and solution refining. An AFIS including the above method has been developed and tested on two different fingerprint databases: NIST 4 ink-on-paper and self optical scanned. The obtained experimental results show that the proposed approach is comparable with literature systems working on medium quality fingerprints.
Lingua originaleEnglish
Pagine1382-1385
Numero di pagine4
Stato di pubblicazionePublished - 2005

All Science Journal Classification (ASJC) codes

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