/* ----------------------------------------------------------------------------------------------------------- */
void routine_median_filter(char *src_path, char *noise_path, char *filename0, char *filename, char *denoise_path)
/* ----------------------------------------------------------------------------------------------------------- */
{
char complete_filename[1024];
char *sep;
int radius;
int k;
int ndigit = 1;
long i0, i1, j0, j1;
uint8 **X0, **X, **Y;
float32 p;
// chargement de l'image sans bruit dans X0 et de l'image bruitee dans X
// Y doit contenir l'image traitee
generate_path_filename_extension(src_path, filename0, "pgm", complete_filename);
X0 = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
generate_path_filename_extension(noise_path, filename, "pgm", complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
// -------------------
// -- median kernel --
// -------------------
sep = "_M_";
radius = 1; // parametre du bloc de code
k = radius;
median_ui8matrix(X, i0, i1, j0, j1, radius, Y);
p = psnr(X0, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(denoise_path, filename, sep, k, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
// ajouter ici d'autre instances du bloc de code avec d'autres valeurs de radius
}
/* ------------------------------------------------------------------------------------------ */
void routine_generate_sample(uint8 background, uint8 foreground, char *filename, char *dst_path)
/* ------------------------------------------------------------------------------------------ */
{
// creation d'un carre d'intensite foreground sur un fond d'intensite background
char complete_filename[1024];
//int i, j;
long size = 32;
long i0, i1, j0, j1;
uint8 **X;
i0 = 0;
i1 = size-1;
j0 = 0;
j1 = size-1;
X = ui8matrix(0, size-1, 0, size-1);
init_ui8matrix_param(X, 0, size-1, 0, size-1, background, 0, 0);
init_ui8matrix_param(X, size/4, size-1-size/4, size/4, size-1-size/4, foreground, 0, 0);
generate_path_filename_extension(dst_path, filename, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(X, 0, size-1, 0, size-1, complete_filename);
free_ui8matrix(X, 0, size-1, 0, size-1);
}
/* ---------------------------------------------------------------------- */
void routine_impulse_noise(char *src_path, char *filename, char *noise_path)
/* ---------------------------------------------------------------------- */
{
char complete_filename[1024];
char *sep = "_IN_"; // Impulse Noise
float32 percent;
int ndigit = 3; // codage du 3 chiffres du pourcentage de bruit impulsionnel dans le nom du fichier
long i0, i1, j0, j1;
uint8 **X, **Y;
float32 p;
// chargement de l'image et allocation d'une image avec des bords
generate_path_filename_extension(src_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
percent = 0.5f; // parametre du bloc de code
//printf("%4d : ",(int)(10.0f*percent));
impulse_noise_ui8matrix(X, i0, i1, j0, j1, percent/100.0f, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(noise_path, filename, sep, (int)(10.0f*percent), ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
// ajouter ici d'autre instances du bloc de code avec d'autres valeurs de percent
}
/* ---------------------------------------------------------- */
void routine_fgl(char *src_path, char *filename, char *dst_path)
/* ---------------------------------------------------------- */
{
char complete_filename[1024];
char *sep1 = "_FGL_";
char *sep2 = "_FGLG_";
int k;
int ndigit = 2;
uint8 **X, **Y, **Z;
long i0, i1, j0, j1;
float32 alpha;
generate_path_filename_extension(src_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
Z = ui8matrix(i0, i1, j0, j1);
/*alpha = 0.4; // parametre
k = (int) (10*alpha);
fgl_ui8matrix(X, i0, i1, j0, j1, alpha, Y);
//roberts_ui8matrix(Y, i0, i1, j0, j1, Z);
sobel_ui8matrix(Y, i0, i1, j0, j1, Z);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep1, k, ndigit, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep2, k, ndigit, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Z, i0, i1, j0, j1, complete_filename);*/
alpha = 0.8; // parametre
k = (int) (10*alpha);
fgl_ui8matrix(X, i0, i1, j0, j1, alpha, Y);
roberts_ui8matrix(Y, i0, i1, j0, j1, Z);
//sobel_ui8matrix(Y, i0, i1, j0, j1, Z);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep1, k, ndigit, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep2, k, ndigit, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Z, i0, i1, j0, j1, complete_filename);
double_intensity_ui8matrix(Z, i0, i1, j0, j1, Z);
double_intensity_ui8matrix(Z, i0, i1, j0, j1, Z);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, "VISU", k, ndigit, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Z, i0, i1, j0, j1, complete_filename);
// free
free_ui8matrix(X, i0, i1, j0, j1);
free_ui8matrix(Y, i0, i1, j0, j1);
}
/* ----------------------------------------------------------------------------------------- */
void routine_contour_threshold(char *src_path, char *filename, uint8 threshold, char *dst_path)
/* ----------------------------------------------------------------------------------------- */
{
char complete_filename[1024];
char *sep;
int k;
int optimal_threhsold;
int ndigit = 3; // nombre de chiffres pour coder le seuil
uint8 value = 255;
uint8 **X, **Y;
long i0, i1, j0, j1;
puts("=================================");
printf(" === %s ===\n", filename);
puts("=================================");
k = threshold;
generate_path_filename_extension(src_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
display_ui8matrix(X, i0, i1, j0, j1, "%4d", filename);
puts("\n=============================================\n");
sep = "_T_";
threshold_ui8matrix(X, i0, i1, j0, j1, threshold, value, Y);
display_ui8matrix(Y, i0, i1, j0, j1, "%4d", "Thresold");
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, k, ndigit, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
puts("\n=============================================\n");
sep = "_OTSU_";
optimal_threhsold = calc_otsu_threshold_ui8matrix(X, i0, i1, j0, j1);
k = optimal_threhsold;
threshold_ui8matrix(X, i0, i1, j0, j1, optimal_threhsold, value, Y);
display_ui8matrix(Y, i0, i1, j0, j1, "%4d", "Otsu threshold");
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, k, ndigit, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
free_ui8matrix(Y, i0, i1, j0, j1);
}
/* -------------------------------- */
void test_histogram_equalization(void)
/* -------------------------------- */
{
puts("==================================");
puts("=== test_histogram_equalization===");
puts("==================================");
long i0, i1, j0, j1;
char *filename;
char complete_filename[1024];
char *src_path = IMAGE_SRC_PATH;
char *noise_path = IMAGE_NOISE_PATH;
char *denoise_path = IMAGE_DENOISE_PATH;
uint8 **X, **Y;
filename = "carre64_GN_20";
generate_path_filename_extension(noise_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
ui32histogram_equalize_ui8matrix(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_extension(denoise_path, filename, "_HISTO_", "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
// filename = "Hawkes_Bay";
filename = "femme";
generate_path_filename_extension(src_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
ui32histogram_equalize_ui8matrix(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_extension(denoise_path, filename, "_HISTO_", "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
printf("\n -> VOIR FICHIERS DE SORTIES\n");
}
// --------------------------------------------
void bench_mandelbrot_SIMD(int n, int max_iter)
// --------------------------------------------
{
// ne rien modifier dans cette fonction
int h, w;
float a0, a1, b0, b1;
vuint32 **M32;
uint32 **wM32;
uint8 **M8;
// chronometrie
int iter, niter = 4;
int run, nrun = 5;
double t0, t1, dt, tmin, t;
double cycles;
//puts("---------------------------");
//puts("-- bench_mandelbrot_SIMD --");
//puts("---------------------------");
h = w = n;
M32 = vui32matrix(0, h-1, 0, w/4-1);
M8 = ui8matrix(0, h-1, 0, w-1);
wM32 = (uint32**) M32;
// ne pas changer
a0 = -1.5;
a1 = +0.5;
b0 = -1.0;
b1 = +1.0;
CHRONO(calc_mandelbrot_SIMD_F32(M32, h, w, a0, a1, b0, b1, max_iter), cycles);
printf("SIMD F32: %10.2f\n", cycles/(n*n));
CHRONO(calc_mandelbrot_SIMD_I32(M32, h, w, a0, a1, b0, b1, max_iter), cycles); // facultatif
printf("SIMD I32: %10.2f\n\n", cycles/(n*n));
DEBUG(convert_ui32matrix_ui8matrix(wM32, 0, h-1, 0, w-1, M8));
DEBUG(SavePGM_ui8matrix(M8, 0, h-1, 0, w-1, "M_v.pgm"));
free_vui32matrix(M32, 0, h-1, 0, w/4-1);
free_ui8matrix(M8, 0, h-1, 0, w-1);
}
/* ------------------------------------------------------------ */
void routine_sobel(char *src_path, char *filename, char *dst_path)
/* ------------------------------------------------------------ */
{
char complete_filename[1024];
char *sep = "_S";
uint8 **X, **Y;
long i0, i1, j0, j1;
generate_path_filename_extension(src_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
sobel_ui8matrix(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_extension(dst_path, filename, sep, "pgm", complete_filename); puts(complete_filename);
double_intensity_ui8matrix(Y, i0, i1, j0, j1, Y);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
free_ui8matrix(Y, i0, i1, j0, j1);
}
/* --------------------------------------------------------------------------------- */
void routine_threshold(char *src_path, char *filename, uint8 threshold, char *dst_path)
/* --------------------------------------------------------------------------------- */
{
char complete_filename[1024];
char *sep = "_T_";
int k;
int ndigit = 3;
uint8 value = 255;
uint8 **X, **Y;
long i0, i1, j0, j1;
k = threshold;
generate_path_filename_extension(src_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
threshold_ui8matrix(X, i0, i1, j0, j1, threshold, value, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, k, ndigit, "pgm", complete_filename); puts(complete_filename);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
free_ui8matrix(Y, i0, i1, j0, j1);
}
// ----------------------------------------------
void bench_mandelbrot_scalar(int n, int max_iter)
// ----------------------------------------------
{
// ne rien modifier dans cette fonction
int h, w;
int i0, i1, j0, j1;
float a0, a1, b0, b1;
uint32 **M32;
uint8 **M8;
// chronometrie
int iter, niter = 4;
int run, nrun = 5;
double t0, t1, dt, tmin, t;
double cycles;
//puts("-----------------------------");
//puts("-- bench_mandelbrot_scalar --");
//puts("-----------------------------");
h = w = n;
M32 = ui32matrix(0, h-1, 0, w-1);
M8 = ui8matrix(0, h-1, 0, w-1);
a0 = -1.5;
a1 = +0.5;
b0 = -1.0;
b1 = +1.0;
CHRONO(calc_mandelbrot_scalar(M32, h, w, a0, a1, b0, b1, max_iter), cycles);
printf("scalar: %10.2f\n", cycles/(n*n));
DEBUG(convert_ui32matrix_ui8matrix(M32, 0, h-1, 0, w-1, M8));
DEBUG(SavePGM_ui8matrix(M8, 0, h-1, 0, w-1, "M_scalar.pgm"));
free_ui32matrix(M32, 0, h-1, 0, w-1);
free_ui8matrix(M8, 0, h-1, 0, w-1);
}
/* ----------------------------------------------------------------------------------------------------------- */
void routine_smooth_filter(char *src_path, char *noise_path, char *filename0, char *filename, char *denoise_path)
/* ----------------------------------------------------------------------------------------------------------- */
{
char complete_filename[1024];
char *sep;
int k;
float32 sigma;
int radius;
int ndigit;
long i0, i1, j0, j1;
uint8 **X0, **X, **Y;
float32 **K;
float32 p;
// chargement de l'image bruitee dans X, et de l'image sans bruit dans X0
// Y doit contenir l'image traitee
generate_path_filename_extension(src_path, filename0, "pgm", complete_filename); puts(complete_filename);
X0 = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
generate_path_filename_extension(noise_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
// ---------------------
// -- gaussian kernel --
// ---------------------
sep = "_G_";
ndigit = 2; // codage sur 2 chiffre de la valeur de sigma dans le nom du fichier
sigma = 0.5; // parametre du bloc de code
k = (int) (10*sigma); // code
radius = (int) ceil(2*sigma+1);
printf("sigma = %.1f -> radius = %d\n", sigma, radius);
K = alloc_kernel(radius);
init_gaussian_kernel(K, radius, sigma);
convolve_kernel_ui8matrix(X, i0, i1, j0, j1, K, radius, Y);
p = psnr(X0, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(denoise_path, filename, sep, k, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
free_kernel(K, radius);
// -----------------
// -- average kernel
// -----------------
sep = "_A_";
ndigit = 1; // codage sur 1 chiffre de la valeur de radius dans le nom du fichier
radius = 1; // parametre du bloc de code
k = radius; // code
K = alloc_kernel(radius);
init_average_kernel(K, radius);
convolve_kernel_ui8matrix(X, i0, i1, j0, j1, K, radius, Y);
p = psnr(X0, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(denoise_path, filename, sep, k, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
free_kernel(K, radius);
// liberation de la memoire
free_ui8matrix(X0, i0, i1, j0, j1);
free_ui8matrix(X, i0, i1, j0, j1);
free_ui8matrix(Y, i0, i1, j0, j1);
}
/* --------------------------------------------------------------------- */
void routine_gaussian_noise(char *src_path, char *filename, char *dst_path)
/* --------------------------------------------------------------------- */
{
char complete_filename[1024];
char *sep = "_GN_"; // Gaussian Noise
int sigma;
int ndigit = 2; // codage sur 2 chiffres de la valeur de sigma dans le nom du fichier
long i0, i1, j0, j1;
uint8 **X, **Y;
float32 p;
// chargement de l'image sans bruit dans X
// Y doit contenir l'image traitee
generate_path_filename_extension(src_path, filename, "pgm", complete_filename); puts(complete_filename);
X = LoadPGM_ui8matrix(complete_filename, &i0, &i1, &j0, &j1);
Y = ui8matrix(i0, i1, j0, j1);
sigma = 1; // parametre du bloc de code
gaussian_noise_ui8matrix(X, i0, i1, j0, j1, (float32) sigma, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, sigma, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
// ajouter ici d'autre instances du bloc de code avec d'autres valeurs de sigma
sigma = 2; // parametre du bloc de code
gaussian_noise_ui8matrix(X, i0, i1, j0, j1, (float32) sigma, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, sigma, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
sigma = 3; // parametre du bloc de code
gaussian_noise_ui8matrix(X, i0, i1, j0, j1, (float32) sigma, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, sigma, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
sigma = 4; // parametre du bloc de code
gaussian_noise_ui8matrix(X, i0, i1, j0, j1, (float32) sigma, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, sigma, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
sigma = 5; // parametre du bloc de code
gaussian_noise_ui8matrix(X, i0, i1, j0, j1, (float32) sigma, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, sigma, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
sigma = 10; // parametre du bloc de code
gaussian_noise_ui8matrix(X, i0, i1, j0, j1, (float32) sigma, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, sigma, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
sigma = 20; // parametre du bloc de code
gaussian_noise_ui8matrix(X, i0, i1, j0, j1, (float32) sigma, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, sigma, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
sigma = 30; // parametre du bloc de code
gaussian_noise_ui8matrix(X, i0, i1, j0, j1, (float32) sigma, Y);
p = psnr(X, i0, i1, j0, j1, Y);
generate_path_filename_sep_k_ndigit_extension(dst_path, filename, sep, sigma, ndigit, "pgm", complete_filename);
printf("%s -> PSNR = %8.2f db\n", complete_filename, p);
SavePGM_ui8matrix(Y, i0, i1, j0, j1, complete_filename);
// liberation de la memoire
free_ui8matrix(X, i0, i1, j0, j1);
free_ui8matrix(Y, i0, i1, j0, j1);
}
