Title :
An Efficient Two-Dimensional FFT Algorithm
Author :
Johnson, Lawrence R. ; Jain, Anil K.
Author_Institution :
Department of Computer Science, Michigan State University, East Lansing, MI 48823; SYSTEMS Engineering Laboratory, Fort Lauderdale, FL.
Abstract :
A new version of the radix-2 row-column method for computing two-dimensional fast Fourier transforms is proposed. It uses a ``multiple vector´´ FFT algorithm to compute the transforms of all the columns in an array simultaneously while avoiding all trivial multiplications. The minicomputer implementation of the algorithm runs faster than the 2 Ã 2 vector radix FFT algorithm. Analysis of the numbers of complex additions and multiplications required indicate that implementations of the radix-4 row-column FFT and 4 Ã 4 vector radix FFT on the same minicomputer would run slower than the multiple vector implementation.
Keywords :
Algorithm design and analysis; Computer science; Discrete Fourier transforms; Fast Fourier transforms; Fourier transforms; Image processing; Microcomputers; Statistics; Systems engineering and theory; Testing; Multiple vector; row-column; two-dimensional FFT; vector radix;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1981.4767174