The process I want to do is to make the FFT to an image (stored in “imagen”) , and then, multiply it with a filter ‘H’, after that, the inverse FFT will be done also.
The code is shown below:
Código:
int ancho;
int alto;
ancho=ui.imageframe->imagereader->GetBufferedRegion().GetSize()[0]; //ancho=widht of the image
alto=ui.imageframe->imagereader->GetBufferedRegion().GetSize()[1]; //alto=height of the image
double *H ;
H =matrix2D_H(ancho,alto,eta,sigma); // H is calculated
// We want to get: F= fft(f) ; H*F ; f'=ifft(H*F)
// Inicialization of the neccesary elements for the calculation of the fft
fftw_complex *out;
fftw_plan p;
int N= (ancho/2+1)*alto; //number of points of the image
out = (fftw_complex*) fftw_malloc(sizeof(fftw_complex)*N);
double *in = (double*) imagen.GetPointer(); // conversion of itk.smartpointer --> double*
p = fftw_plan_dft_r2c_2d(ancho, alto, in, out, FFTW_ESTIMATE); // FFT planning
fftw_execute(p); // FFT calculation
/* Multiplication of the Output of the FFT with the Filter H*/
int a = alto;
int b = ancho/2 +1; // The reason for the second dimension to have this value is that when the FFT calculation of a real image is performed only the non-redundants outputs are calculated, that’s the reason for the output of the FFT and the filter ‘H’ to be equal.
// Matrix point-by-point multiplicaction: [axb]*[axb]
fftw_complex* res ; // result will be stored here
res = (fftw_complex*) fftw_malloc(sizeof(fftw_complex)*a*b);
res = multiply_matrix_2D(out,H, a, b);
The problem is located here, in the loop inside the function ‘multiply_matrix_2D’:
Código:
fftw_complex* prueba_r01::multiply_matrix_2D(fftw_complex* out, double* H, int M ,int N){
/* The matrix out[MxN] or [n0x(n1/2)+1] is the image after the FFT , and the out_H[MxN] is the filter in the frequency domain,
both are multiplied POINT TO POINT, it has to be called twice, one for the imaginary part and another for the normal part
*/
fftw_complex *H_cast;
H_cast = (fftw_complex*) fftw_malloc(sizeof(fftw_complex)*M*N);
H_cast= reinterpret_cast<fftw_complex*> (H); // casting from double* to fftw_complex*
fftw_complex *res; // the result of the multiplication will be stored here
res = (fftw_complex*) fftw_malloc(sizeof(fftw_complex)*M*N);
//Loop for calculating the matrix point-to-point multiplication
for (int x = 0; x<M ; x++){
for (int y = 0; y<N ; y++){
res[x*N+y][0] = out[x*N+y][0]*(H_cast[x*N+y][0]+H_cast[x*N+y][1]);
res[x*N+y][1] = out[x*N+y][1]*(H_cast[x*N+y][0]+H_cast[x*N+y][1]);
}
}
fftw_free(H_cast);
return res;
}
With the values of x = 95 and y = 93 being M = 191 and N = 96;
Uncontroled exception at 0x004273ab in prueba_r01.exe: 0xC0000005 acess infraction reading 0x01274000.
Where a lot of values of the variables are in red, and for translation issue: H_cast[][1] has in the value box : “Error30CXX0000 : impossible to evaluate the expression”.
I will really appreciate any kind of help with this please!!
Antonio