Title :
Efficient sinc function interpolation technique for center padded data
Author :
Smit, Theo ; Smith, Michael R. ; Nichols, S.T.
Author_Institution :
Dept. of Electr. Eng., Calgary Univ., Alta., Canada
fDate :
9/1/1990 12:00:00 AM
Abstract :
An efficient zooming FFT (fast Fourier transform) algorithm that allows center padding sinc function interpolation of 2-D images is presented. This algorithm avoids the phase shifts that would be introduced if the efficient Skinner interpolation method is used. Output pruning is incorporated to allow efficient determination of a zoomed subimage. Time savings of more than 50% can be achieved. Example images illustrating the use of the algorithm in conjunction with zooming and ARMA (autoregressive moving average) modeling of data are given
Keywords :
fast Fourier transforms; interpolation; picture processing; 2-D images; ARMA; center padded data; fast Fourier transform; sinc function interpolation technique; zoomed subimage; zooming FFT algorithm; Councils; Discrete Fourier transforms; Discrete transforms; Fast Fourier transforms; Fourier transforms; Frequency domain analysis; Image processing; Image sampling; Interpolation;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on