Title :
Accurate and fast discrete polar Fourier transform
Author :
Averbuch, Amir ; Coifman, R.R. ; Donoho, D.L. ; Elad, M. ; Israeli, M.
Author_Institution :
CS Dept., Tel Aviv Univ., Israel
Abstract :
In this article we develop a fast high accuracy polar FFT. For a given two-dimensional signal of size N×N, the proposed algorithm´s complexity is O(N2 log N), just like in a Cartesian 2D-FFT. A special feature of our approach is that it involves only 1-D equispaced FFT´s and 1D interpolations. A central tool in our approach is the pseudopolar FFT, an FFT where the evaluation frequencies lie in an over-sampled set of nonangularly equispaced points. The pseudopolar FFT plays the role of a halfway point-a nearly-polar system from which conversion to polar coordinates uses processes relying purely on interpolation operations. We describe the conversion process, and compare accuracy results obtained by unequally-sampled FFT methods to ours and show marked advantage to our approach.
Keywords :
discrete Fourier transforms; image processing; interpolation; 1-D equispaced FFT; 1D interpolation operation; Cartesian 2D-FFT; algorithm complexity; evaluation frequencies; fast discrete polar Fourier transform; halfway point-a nearly-polar system; nonangularly equispaced point; over-sampled set; polar coordinates; pseudopolar FFT; unequally-sampled FFT method; Computed tomography; Fourier transforms; Frequency domain analysis; Image analysis; Image converters; Image processing; Interpolation; Physics; Signal analysis; Signal processing;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292319