TY - JOUR
T1 - Fingerprint recognition using local features and Hu moments
AU - Aguilar-Torres, G.
AU - Sánchez-Pérez, G.
AU - Toscano-Medina, K.
AU - Pérez-Meana, H.
PY - 2012/10
Y1 - 2012/10
N2 - Person identification systems based on fingerprint patterns called Automatic Fingerprint Identification Systems, AFIS, are some of the most widely used biometric methods since they provide a high degree of success. The accuracy of AFIS is mainly due to some unique characteristics called minutiae, which are points where a curve track finishes, intersects with another curve track, or branches off. During past decades several efficient minutia-based fingerprint recognition algorithms have been proposed which achieve false recognition rates close to 1%, however, their recognition rate may be still improved. To this end, this paper presents a fingerprint recognition method using a combination of the Fast Fourier Transform (FFT) with Gabor filters for image enhancement. Next, fingerprint recognition is carried out using a novel recognition stage based on Local Features and Hu invariant moments for verification.
AB - Person identification systems based on fingerprint patterns called Automatic Fingerprint Identification Systems, AFIS, are some of the most widely used biometric methods since they provide a high degree of success. The accuracy of AFIS is mainly due to some unique characteristics called minutiae, which are points where a curve track finishes, intersects with another curve track, or branches off. During past decades several efficient minutia-based fingerprint recognition algorithms have been proposed which achieve false recognition rates close to 1%, however, their recognition rate may be still improved. To this end, this paper presents a fingerprint recognition method using a combination of the Fast Fourier Transform (FFT) with Gabor filters for image enhancement. Next, fingerprint recognition is carried out using a novel recognition stage based on Local Features and Hu invariant moments for verification.
KW - AFIS
KW - FFT
KW - Gabor filters
KW - Hu invariant moments
KW - Minutiae
KW - Recognition
UR - http://www.scopus.com/inward/record.url?scp=84897757057&partnerID=8YFLogxK
U2 - 10.22201/icat.16656423.2012.10.5.366
DO - 10.22201/icat.16656423.2012.10.5.366
M3 - Artículo
SN - 1665-6423
VL - 10
SP - 745
EP - 754
JO - Journal of Applied Research and Technology
JF - Journal of Applied Research and Technology
IS - 5
ER -