void body(Parameters param, MultibandKernel **kernels1, MultibandKernel **kernels2, MultibandKernel **kernels3)
/*int filterSize,
int n,
int n2,
int n3,
int stride,
float radio,
float alpha,
int activation,
MultibandKernel **kernels1,
MultibandKernel **kernels2,
MultibandKernel **kernels3,
int normalizationSize)*/
{
int aux = 0;
char c;
char filename[200];
//Read image
MultibandImage *im;
MultibandImage *layer_result;
#pragma omp critical
{
while((c=getchar()) && c!='\n' && c!=EOF)
filename[aux++] = c;
filename[aux] = '\0';
}
im = ReadGrayImageIntoMultibandImage(filename);
//Layer 0
layer_result = layer0(im, param.nz_c1);
DestroyMultibandImage(&im);
im = layer_result;
//Layer 1
layer_result = layer_n(im, param.fn_c1, 1, kernels1, param.activation, param.stride, param.pz_c1, param.alpha, param.nz_c1);
DestroyMultibandImage(&im);
im = layer_result;
//Layer 2
layer_result = layer_n(im, param.fn_c2, param.fn_c1, kernels2, param.activation, param.stride, param.pz_c2, param.alpha, param.nz_c2);
DestroyMultibandImage(&im);
im = layer_result;
//Layer 3
layer_result = layer_n(im, param.fn_c3, param.fn_c2, kernels3, param.activation, param.stride, param.pz_c3, param.alpha, param.nz_c3);
DestroyMultibandImage(&im);
im = layer_result;
//Write result
#pragma omp critical
{
Write2CSV(&im, 1, "result.csv", filename);
}
//Destroy
DestroyMultibandImage(&im);
}
int main(int argc, char** argv)
{
char c;
int i, aux;
char filename[200];
int filterSize = 3;
int n = 64;
int n2 =128;
int n3 =256;
int stride = 2;
float radio = 2;
float alpha = 10;
int activation = ACTIVATION_MAX;
int times = 0;
//Generate Random Filter Banks
MultibandKernel **kernels1 = generateKernelBank(filterSize,filterSize,1,n);
MultibandKernel **kernels2 = generateKernelBank(filterSize,filterSize,n,n2);
MultibandKernel **kernels3 = generateKernelBank(filterSize,filterSize,n2,n3);
printf("Created Multiband Kernels for convolution\n");
//Read image
MultibandImage *im;
MultibandImage *layer_result;
printf("Started bucle\n");
while(1){
aux = 0;
times++;
while((c=getchar()) && c!='\n')
filename[aux++] = c;
filename[aux] = '\0';
if(strcmp(filename, "END")==0)
break;
printf("Image %d\n", times);
im = ReadGrayImageIntoMultibandImage(filename);
//Layer 0
layer_result = layer0(im);
DestroyMultibandImage(&im);
im = layer_result;
//Layer 1
layer_result = layer_n(im, n, 1, kernels1, activation, stride, radio, alpha);
DestroyMultibandImage(&im);
im = layer_result;
//Layer 2
layer_result = layer_n(im, n2, n, kernels2, activation, stride, radio, alpha);
DestroyMultibandImage(&im);
im = layer_result;
//Layer 3
layer_result = layer_n(im, n3, n2, kernels3, activation, stride, radio, alpha);
DestroyMultibandImage(&im);
im = layer_result;
//Write result
Write2CSV(&im, 1, "result.csv", filename);
//Destroy
DestroyMultibandImage(&im);
}
for(i=0; i<n; i++){
DestroyMultibandKernel(&kernels1[i]);
}
for(i=0; i<n2; i++){
DestroyMultibandKernel(&kernels2[i]);
}
for(i=0; i<n3; i++){
DestroyMultibandKernel(&kernels3[i]);
}
free(kernels1);
free(kernels2);
free(kernels3);
/*struct stat st = {0};
if (stat("directorioPrueba", &st) == -1) {
if (mkdir("directorioPrueba", 0777) == -1){
Error("cannot create directory.", "WriteMultibandImageToGrayImages");
}
}
char name[30] = "";
char extencion[10] = "";
char file[] = "nombrearchivo.extencion";
char *ptc;
ptc = strchr(file, '.');
strcpy(extencion, ptc+1);
*ptc = '\0';
strcpy(name, file);
printf("name: %s, ext: %s", name, extencion);*/
return 0;
}