Fractional Fourier Transform Phase for Image Matching
M. А. Protsenko, E. A. Pavelyeva
Abstract
Open-access reader
M. А. Protsenko, E. A. Pavelyeva
Abstract
Open-access reader
Fractional Fourier transform is the generalization of the Fourier transform. In this article the synthesis of phase and magnitude of fractional Fourier transform is demonstrated. The influence of phase and magnitude on the synthesis results is shown. The fractional phase correlation function using fractional Fourier transform is calculated, and it is used for image matching. The use of fractional phase correlation can achieve better results compared to the use of the classical phase correlation. The comparison between phase correlation and fractional phase correlation for biometric iris images is given. The selection of optimal parameter for fractional phase correlation is proposed.
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Fractional Fourier transform is the generalization of the Fourier transform. In this article the synthesis of phase and magnitude of fractional Fourier transform is demonstrated. The influence of phase and magnitude on the synthesis results is shown. The fractional phase correlation function using fractional Fourier transform is calculated, and it is used for image matching. The use of fractional phase correlation can achieve better results compared to the use of the classical phase correlation. The comparison between phase correlation and fractional phase correlation for biometric iris images is given. The selection of optimal parameter for fractional phase correlation is proposed.
Key concepts: Phase correlation, Fractional Fourier transform, Fourier transform, Non-uniform discrete Fourier transform, Mathematics, Phase (matter), Short-time Fourier transform, Harmonic wavelet transform