TY - JOUR
T1 - Recent advances in biometric recognition
AU - Ito, Koichi
AU - Aoki, Takafumi
N1 - Publisher Copyright:
Copyright © 2018 by ITE Transactions on Media Technology and Applications (MTA).
PY - 2018
Y1 - 2018
N2 - This paper presents recent advances in biometric recognition, where we focus on face, fingerprint and iris recognition, which are major research topics on biometric recognition. We summarize the research trend of face, fingerprint and iris recognition over the past decade. This paper also presents our activities of biometric recognition. Our approach employs the phase information obtained by Discrete Fourier Transform (DFT) of images. The phase information preserves the inherent features of the image, and its correlation function, called phase correlation or Phase-Only Correlation (POC), gives us both the good similarity measure for biometric recognition and the translational displacement for image registration. Our approach of using phase information has been successfully applied to fingerprint, face, iris, palmprint, finger knuckle and dental recognition. Among them, we present some interesting results of palmprint recognition, finger knuckle recognition and dental recognition.
AB - This paper presents recent advances in biometric recognition, where we focus on face, fingerprint and iris recognition, which are major research topics on biometric recognition. We summarize the research trend of face, fingerprint and iris recognition over the past decade. This paper also presents our activities of biometric recognition. Our approach employs the phase information obtained by Discrete Fourier Transform (DFT) of images. The phase information preserves the inherent features of the image, and its correlation function, called phase correlation or Phase-Only Correlation (POC), gives us both the good similarity measure for biometric recognition and the translational displacement for image registration. Our approach of using phase information has been successfully applied to fingerprint, face, iris, palmprint, finger knuckle and dental recognition. Among them, we present some interesting results of palmprint recognition, finger knuckle recognition and dental recognition.
KW - Biometrics
KW - Disaster victim identification
KW - Face recognition
KW - Finger knuckle recognition
KW - Fingerprint recognition
KW - Iris recognition
KW - Palmprint recognition
KW - Phase-only correlation
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U2 - 10.3169/mta.6.64
DO - 10.3169/mta.6.64
M3 - Review article
AN - SCOPUS:85040464477
SN - 2186-7364
VL - 6
SP - 64
EP - 80
JO - ITE Transactions on Media Technology and Applications
JF - ITE Transactions on Media Technology and Applications
IS - 1
ER -