Abstract
Two-dimensional fast Fourier transform (FFT) for image processing and filtering is widely used in modern digital image processing systems. This paper concerns the possibility of using a modification of two-dimensional FFT with an analog of the Cooley–Tukey algorithm, which requires a smaller number of complex addition and multiplication operations than the standard method of calculation by rows and columns.
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R. C. Gonzalez and R. E. Woods, Digital Image Processing (Prentice Hall, Upper Saddle River, NJ, 2002).
R. E. Blahut, Fast Algorithms for Digital Signal Processing (Addison-Wesley Press, 1985).
D. E. Dudgeon and R. M. Mersereau, Multidimensional Digital Signal Processing (Prentice Hall, 1983).
V. S. Tutatchikov, O. I. Kiselev, and M. V. Noskov, “Calculating the n-dimensional fast Fourier transform,” Pattern Recogn. Image Anal. 23 (3), 429–433 (2013).
M. V. Noskov and V. S. Tutatchikov, “Modification of a two-dimensional fast Fourier transform by the analog of the Cooley-Tukey algorithm for a rectangular signal,” Pattern Recogn. Image Anal. 25 (1), 81–83 (2015).
M. V. Noskov and V. S. Tutatchikov, “Parallel version n-dimensional fast Fourier transform algorithm analog of the Cooley-Tukey algorithm,” in Proc. 5th Int. Workshop on Image Mining. Theory and Applications (Berlin, 2015), pp. 114–117.
V. S. Tutatchikov, “Two-dimensional fast Fourier transform: Batterfly in analog of Cooley-Tukey algorithm,” in Proc. 11th Int. Forum on Strategic Technology (IFOST-2016) (Novosibirsk, 2016), Part 1, pp. 495–498.
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Mikhail Valerianovich Noskov. Born 1947. Graduated from Krasnoyarsk State Pedagogical Institute in 1969. Received candidate’s degree in 1984 and doctoral degree in 1992. Currently professor at Siberian Federal University. Scientific interests: cubature formulas, methods for training mathematics. Author of 60 publications.
Valerii Sergeevich Tutatchikov. Born 1988. Graduated from Institute of Space and Information Technology, Siberian Federal University, in 2011. Currently postgraduate at same university. Scientific interests: fast Fourier transform and parallel algorithms. Author of 20 publications.
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Noskov, M.V., Tutatchikov, V.S. Modification of a two-dimensional fast Fourier transform algorithm with an analog of the Cooley–Tukey algorithm for image processing. Pattern Recognit. Image Anal. 27, 110–113 (2017). https://doi.org/10.1134/S1054661817010096
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DOI: https://doi.org/10.1134/S1054661817010096