Abstract:
A new fingerprint quality measure based on subband analysis of spatial-frequency domain is presented. The overlapped block-based Fourier transform is projected onto a new...Show MoreMetadata
Abstract:
A new fingerprint quality measure based on subband analysis of spatial-frequency domain is presented. The overlapped block-based Fourier transform is projected onto a new subband platform, which is related to frequency and orientations of ridges. Based on this platform, three proposed intrinsic spectral characteristics for fingerprint quality assessment can be extracted, i.e. global spectrum, relative spectral density, and relative spectral orientation continuity. The proposed method has an advantage of evaluating ridge spectrum directly, without suffering from incorrect parameter estimation such as directional field. The experimental results show that the discrimination capability of the proposed method is superior to conventional methods, especially those that employ thermal sensors.
Published in: 2013 International Conference on Biometrics (ICB)
Date of Conference: 04-07 June 2013
Date Added to IEEE Xplore: 30 September 2013
Electronic ISBN:978-1-4799-0310-8
Print ISSN: 2376-4201