// Scilab ( http://www.scilab.org/ ) - This file is part of Scilab // Copyright (C) 2012 - INRIA - Serge STEER // // This file must be used under the terms of the CeCILL. // This source file is licensed as described in the file COPYING, which // you should have received as part of this distribution. The terms // are also available at // http://www.cecill.info/licences/Licence_CeCILL_V2.1-en.txt function y=convol2d(h,x) // convol2d - 2-D convolution //%CALLING SEQUENCE // y=convol2d(h,x) //%PARAMETERS // x,h :input matrices // y : output of convolution //%DESCRIPTION // calculates the 2-D convolution y= h*x of two discrete sequences by // using the fft. if argn(2)<2 then error(msprintf(_("%s: Wrong number of input arguments: %d expected.\n"),"convol2d",2)) end if type(h)<>1 then error(msprintf(_("%s: Wrong type for argument #%d: Real or complex matrix expected.\n"),"convol2d",1)) end if type(x)<>1 then error(msprintf(_("%s: Wrong type for argument #%d: Real or complex matrix expected.\n"),"convol2d",2)) end if isempty(h) then y=zeros(x); return end if isempty(x) then y=zeros(h); return end //inline fft2d function definition (fft2 does not manage inverse fft) function y=fft2d(x,d) [mx,nx]=size(x) y=fft(fft(x,d,mx,1),d,nx,mx) endfunction [mx,nx]=size(x); [mh,nh]=size(h); //use power of 2 dimensions for efficiency m1=2^(int(log(mx+mh-1)/log(2))+1); n1=2^(int(log(nx+nh-1)/log(2))+1); //m1=mx+mh-1; //n1=nx+nh-1; x(m1,n1)=0; h(m1,n1)=0; y=fft2d(fft2d(x,-1).*fft2d(h,-1),1); if isreal(h,0)&isreal(x,0) then y=real(y); end y=y(1:(mx+mh-1),1:(nx+nh-1)); endfunction