Title :
Multidimensional discrete filtering using combined discrete Fourier transform and linear difference equation filter methods
Author :
Choudhury, A.A. ; Bruton, L.T.
Author_Institution :
Dept. of Electr. Eng., Calgary Univ., Alta., Canada
Abstract :
Two widely followed approaches to multidimensional (M-D) digital filtering are M-D discrete Fourier transform (DFT) filtering and M-D linear difference equation (LDE) filtering. The authors describe an alternate filtering technique that combines some of the desirable aspects of both methods. The M-D DFT/LDE filtering technique applies DFT filtering to the input signal over less than all of the M dimensions and then applies LDE filtering over the remaining dimensions. Two-dimensional DFT/LDE fan-stop filters, used to remove ground roll from seismic images, are computationally more efficient than their LDE counterparts while providing comparable input-output behavior
Keywords :
Fourier transforms; difference equations; filtering and prediction theory; multidimensional digital filters; 2D fan-stop filters; DFT filtering; digital filtering; discrete Fourier transform; filter methods; linear difference equation; seismic images; Difference equations; Digital filters; Discrete Fourier transforms; Filtering; Fourier transforms; IIR filters; Multidimensional systems; Nonlinear filters; Signal processing; Student members;
Conference_Titel :
Circuits and Systems, 1989., IEEE International Symposium on
Conference_Location :
Portland, OR
DOI :
10.1109/ISCAS.1989.100637