stb/tests/resample_test.cpp

573 lines
19 KiB
C++

#if defined(_WIN32) && _MSC_VER > 1200
#define STBR_ASSERT(x) \
if (!(x)) { \
__debugbreak(); \
} else
#else
#include <assert.h>
#define STBR_ASSERT(x) assert(x)
#endif
#define STB_RESAMPLE_IMPLEMENTATION
#define STB_RESAMPLE_STATIC
#include "stb_resample.h"
#define STB_IMAGE_WRITE_IMPLEMENTATION
#include "stb_image_write.h"
#define STB_IMAGE_IMPLEMENTATION
#include "stb_image.h"
#ifdef _WIN32
#include <sys/timeb.h>
#endif
#define MT_SIZE 624
static size_t g_aiMT[MT_SIZE];
static size_t g_iMTI = 0;
// Mersenne Twister implementation from Wikipedia.
// Avoiding use of the system rand() to be sure that our tests generate the same test data on any system.
void mtsrand(size_t iSeed)
{
g_aiMT[0] = iSeed;
for (size_t i = 1; i < MT_SIZE; i++)
{
size_t inner1 = g_aiMT[i - 1];
size_t inner2 = (g_aiMT[i - 1] >> 30);
size_t inner = inner1 ^ inner2;
g_aiMT[i] = (0x6c078965 * inner) + i;
}
g_iMTI = 0;
}
size_t mtrand()
{
if (g_iMTI == 0)
{
for (size_t i = 0; i < MT_SIZE; i++)
{
size_t y = (0x80000000 & (g_aiMT[i])) + (0x7fffffff & (g_aiMT[(i + 1) % MT_SIZE]));
g_aiMT[i] = g_aiMT[(i + 397) % MT_SIZE] ^ (y >> 1);
if ((y % 2) == 1)
g_aiMT[i] = g_aiMT[i] ^ 0x9908b0df;
}
}
size_t y = g_aiMT[g_iMTI];
y = y ^ (y >> 11);
y = y ^ ((y << 7) & (0x9d2c5680));
y = y ^ ((y << 15) & (0xefc60000));
y = y ^ (y >> 18);
g_iMTI = (g_iMTI + 1) % MT_SIZE;
return y;
}
inline float mtfrand()
{
const int ninenine = 999999;
return (float)(mtrand() % ninenine)/ninenine;
}
void test_suite();
int main(int argc, char** argv)
{
unsigned char* input_data;
unsigned char* output_data;
int w, h;
int n;
int out_w, out_h, out_stride;
#if 1
test_suite();
return 0;
#endif
if (argc <= 1)
{
printf("No input image\n");
return 1;
}
input_data = stbi_load(argv[1], &w, &h, &n, 0);
if (!input_data)
{
printf("Input image could not be loaded");
return 1;
}
out_w = 512;
out_h = 512;
out_stride = (out_w + 10) * n;
output_data = (unsigned char*)malloc(out_stride * out_h);
int in_w = 512;
int in_h = 512;
float s0 = 0.25f;
float t0 = 0.25f;
float s1 = 0.75f;
float t1 = 0.75f;
// Cut out the outside 64 pixels all around to test the stride.
int border = 64;
STBR_ASSERT(in_w + border <= w);
STBR_ASSERT(in_h + border <= h);
#ifdef PERF_TEST
struct timeb initial_time_millis, final_time_millis;
long average = 0;
for (int j = 0; j < 10; j++)
{
ftime(&initial_time_millis);
for (int i = 0; i < 100; i++)
stbr_resize_arbitrary(input_data + w * border * n + border * n, in_w, in_h, w*n, output_data, out_w, out_h, out_stride, 0, 0, 1, 1, n, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
ftime(&final_time_millis);
long lapsed_ms = (long)(final_time_millis.time - initial_time_millis.time) * 1000 + (final_time_millis.millitm - initial_time_millis.millitm);
printf("Resample: %dms\n", lapsed_ms);
average += lapsed_ms;
}
average /= 10;
printf("Average: %dms\n", average);
#else
stbr_resize_arbitrary(input_data + w * border * n + border * n, in_w, in_h, w*n, output_data, out_w, out_h, out_stride, s0, t0, s1, t1, n, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
#endif
stbi_image_free(input_data);
stbi_write_png("output.png", out_w, out_h, n, output_data, out_stride);
free(output_data);
return 0;
}
void resize_image(const char* filename, float width_percent, float height_percent, stbr_filter filter, stbr_edge edge, stbr_colorspace colorspace, const char* output_filename)
{
int w, h, n;
unsigned char* input_data = stbi_load(filename, &w, &h, &n, 0);
if (!input_data)
{
printf("Input image could not be loaded");
return;
}
int out_w = (int)(w * width_percent);
int out_h = (int)(h * height_percent);
unsigned char* output_data = (unsigned char*)malloc(out_w * out_h * n);
stbr_resize_arbitrary(input_data, w, h, 0, output_data, out_w, out_h, 0, 0, 0, 1, 1, n, -1, 0, STBR_TYPE_UINT8, filter, edge, edge, colorspace);
stbi_image_free(input_data);
stbi_write_png(output_filename, out_w, out_h, n, output_data, 0);
free(output_data);
}
template <typename F, typename T>
void convert_image(const F* input, T* output, int length)
{
double f = (pow(2.0, 8.0 * sizeof(T)) - 1) / (pow(2.0, 8.0 * sizeof(F)) - 1);
for (int i = 0; i < length; i++)
output[i] = (T)(((double)input[i]) * f);
}
template <typename T>
void test_format(const char* file, float width_percent, float height_percent, stbr_type type, stbr_colorspace colorspace)
{
int w, h, n;
unsigned char* input_data = stbi_load(file, &w, &h, &n, 0);
int new_w = (int)(w * width_percent);
int new_h = (int)(h * height_percent);
T* T_data = (T*)malloc(w * h * n * sizeof(T));
convert_image<unsigned char, T>(input_data, T_data, w * h * n);
T* output_data = (T*)malloc(new_w * new_h * n * sizeof(T));
stbr_resize_arbitrary(T_data, w, h, 0, output_data, new_w, new_h, 0, 0, 0, 1, 1, n, -1, 0, type, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, colorspace);
free(T_data);
stbi_image_free(input_data);
unsigned char* char_data = (unsigned char*)malloc(new_w * new_h * n * sizeof(char));
convert_image<T, unsigned char>(output_data, char_data, new_w * new_h * n);
char output[200];
sprintf(output, "test-output/type-%d-%d-%d-%d-%s", type, colorspace, new_w, new_h, file);
stbi_write_png(output, new_w, new_h, n, char_data, 0);
free(char_data);
free(output_data);
}
void convert_image_float(const unsigned char* input, float* output, int length)
{
for (int i = 0; i < length; i++)
output[i] = ((float)input[i])/255;
}
void convert_image_float(const float* input, unsigned char* output, int length)
{
for (int i = 0; i < length; i++)
output[i] = (unsigned char)(input[i] * 255);
}
void test_float(const char* file, float width_percent, float height_percent, stbr_type type, stbr_colorspace colorspace)
{
int w, h, n;
unsigned char* input_data = stbi_load(file, &w, &h, &n, 0);
int new_w = (int)(w * width_percent);
int new_h = (int)(h * height_percent);
float* T_data = (float*)malloc(w * h * n * sizeof(float));
convert_image_float(input_data, T_data, w * h * n);
float* output_data = (float*)malloc(new_w * new_h * n * sizeof(float));
stbr_resize_arbitrary(T_data, w, h, 0, output_data, new_w, new_h, 0, 0, 0, 1, 1, n, -1, 0, type, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, colorspace);
free(T_data);
stbi_image_free(input_data);
unsigned char* char_data = (unsigned char*)malloc(new_w * new_h * n * sizeof(char));
convert_image_float(output_data, char_data, new_w * new_h * n);
char output[200];
sprintf(output, "test-output/type-%d-%d-%d-%d-%s", type, colorspace, new_w, new_h, file);
stbi_write_png(output, new_w, new_h, n, char_data, 0);
free(char_data);
free(output_data);
}
void test_channels(const char* file, float width_percent, float height_percent, int channels)
{
int w, h, n;
unsigned char* input_data = stbi_load(file, &w, &h, &n, 0);
int new_w = (int)(w * width_percent);
int new_h = (int)(h * height_percent);
unsigned char* channels_data = (unsigned char*)malloc(w * h * channels * sizeof(unsigned char));
for (int i = 0; i < w * h; i++)
{
int input_position = i * n;
int output_position = i * channels;
for (int c = 0; c < channels; c++)
channels_data[output_position + c] = input_data[input_position + stbr__min(c, n)];
}
unsigned char* output_data = (unsigned char*)malloc(new_w * new_h * channels * sizeof(unsigned char));
stbr_resize_uint8_srgb(channels_data, w, h, output_data, new_w, new_h, channels, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP);
free(channels_data);
stbi_image_free(input_data);
char output[200];
sprintf(output, "test-output/channels-%d-%d-%d-%s", channels, new_w, new_h, file);
stbi_write_png(output, new_w, new_h, channels, output_data, 0);
free(output_data);
}
void test_subpixel(const char* file, float width_percent, float height_percent, float s1, float t1)
{
int w, h, n;
unsigned char* input_data = stbi_load(file, &w, &h, &n, 0);
s1 = ((float)w - 1 + s1)/w;
t1 = ((float)h - 1 + t1)/h;
int new_w = (int)(w * width_percent);
int new_h = (int)(h * height_percent);
unsigned char* output_data = (unsigned char*)malloc(new_w * new_h * n * sizeof(unsigned char));
stbr_resize_arbitrary(input_data, w, h, 0, output_data, new_w, new_h, 0, 0, 0, s1, t1, n, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
stbi_image_free(input_data);
char output[200];
sprintf(output, "test-output/subpixel-%d-%d-%f-%f-%s", new_w, new_h, s1, t1, file);
stbi_write_png(output, new_w, new_h, n, output_data, 0);
free(output_data);
}
void test_premul(const char* file)
{
int w, h, n;
unsigned char* input_data = stbi_load(file, &w, &h, &n, 4);
n = 4;
// Set alpha for the top half.
for (int x = 0; x < w; x++)
{
for (int y = 0; y < h / 2; y++)
input_data[(y*w + x)*n + 3] = input_data[(y*w + x)*n + 0];
}
stbi_write_png("test-output/premul-original.png", w, h, n, input_data, 0);
int new_w = (int)(w * .1);
int new_h = (int)(h * .1);
unsigned char* output_data = (unsigned char*)malloc(new_w * new_h * n * sizeof(unsigned char));
stbr_resize_arbitrary(input_data, w, h, 0, output_data, new_w, new_h, 0, 0, 0, 1, 1, n, 3, STBR_FLAG_NONPREMUL_ALPHA, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
char output[200];
sprintf(output, "test-output/premul-%s", file);
stbi_write_png(output, new_w, new_h, n, output_data, 0);
stbr_resize_arbitrary(input_data, w, h, 0, output_data, new_w, new_h, 0, 0, 0, 1, 1, n, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
sprintf(output, "test-output/nopremul-%s", file);
stbi_write_png(output, new_w, new_h, n, output_data, 0);
stbi_image_free(input_data);
free(output_data);
}
// test that splitting a pow-2 image into tiles produces identical results
void test_subpixel_1()
{
unsigned char image[8 * 8];
mtsrand(0);
for (int i = 0; i < sizeof(image); i++)
image[i] = mtrand() % 255;
unsigned char output_data[16 * 16];
stbr_resize_arbitrary(image, 8, 8, 0, output_data, 16, 16, 0, 0, 0, 1, 1, 1, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
unsigned char output_left[8 * 16];
unsigned char output_right[8 * 16];
stbr_resize_arbitrary(image, 8, 8, 0, output_left, 8, 16, 0, 0, 0, 0.5f, 1, 1, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
stbr_resize_arbitrary(image, 8, 8, 0, output_right, 8, 16, 0, 0.5f, 0, 1, 1, 1, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
for (int x = 0; x < 8; x++)
{
for (int y = 0; y < 16; y++)
{
STBR_ASSERT(output_data[y * 16 + x] == output_left[y * 8 + x]);
STBR_ASSERT(output_data[y * 16 + x + 8] == output_right[y * 8 + x]);
}
}
}
// test that replicating an image and using a subtile of it produces same results as wraparound
void test_subpixel_2()
{
unsigned char image[8 * 8];
mtsrand(0);
for (int i = 0; i < sizeof(image); i++)
image[i] = mtrand() % 255;
unsigned char large_image[32 * 32];
for (int x = 0; x < 8; x++)
{
for (int y = 0; y < 8; y++)
{
for (int i = 0; i < 4; i++)
{
for (int j = 0; j < 4; j++)
large_image[j*4*8*8 + i*8 + y*4*8 + x] = image[y*8 + x];
}
}
}
unsigned char output_data_1[16 * 16];
unsigned char output_data_2[16 * 16];
stbr_resize_arbitrary(image, 8, 8, 0, output_data_1, 16, 16, 0, 0, 0, 1, 1, 1, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_WRAP, STBR_EDGE_WRAP, STBR_COLORSPACE_SRGB);
stbr_resize_arbitrary(large_image, 32, 32, 0, output_data_2, 16, 16, 0, 0.25f, 0.25f, 0.5f, 0.5f, 1, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB);
{for (int x = 0; x < 16; x++)
{
for (int y = 0; y < 16; y++)
STBR_ASSERT(output_data_1[y * 16 + x] == output_data_2[y * 16 + x]);
}}
}
// test that 0,0,1,1 subpixel produces same result as no-rect
void test_subpixel_3()
{
unsigned char image[8 * 8];
mtsrand(0);
for (int i = 0; i < sizeof(image); i++)
image[i] = mtrand() % 255;
unsigned char output_data_1[32 * 32];
unsigned char output_data_2[32 * 32];
stbr_resize_uint8_subpixel(image, 8, 8, output_data_1, 32, 32, 0, 0, 1, 1, 1, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP);
stbr_resize_uint8_srgb(image, 8, 8, output_data_2, 32, 32, 1, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP);
for (int x = 0; x < 32; x++)
{
for (int y = 0; y < 32; y++)
STBR_ASSERT(output_data_1[y * 32 + x] == output_data_2[y * 32 + x]);
}
}
// test that 1:1 resample using s,t=0,0,1,1 with bilinear produces original image
void test_subpixel_4()
{
unsigned char image[8 * 8];
mtsrand(0);
for (int i = 0; i < sizeof(image); i++)
image[i] = mtrand() % 255;
unsigned char output[8 * 8];
stbr_resize_arbitrary(image, 8, 8, 0, output, 8, 8, 0, 0, 0, 1, 1, 1, -1, 0, STBR_TYPE_UINT8, STBR_FILTER_BILINEAR, STBR_EDGE_CLAMP, STBR_EDGE_CLAMP, STBR_COLORSPACE_LINEAR);
STBR_ASSERT(memcmp(image, output, 8 * 8) == 0);
}
void test_suite()
{
int i;
test_subpixel_1();
test_subpixel_2();
test_subpixel_3();
test_subpixel_4();
test_premul("barbara.png");
for (i = 0; i < 10; i++)
test_subpixel("barbara.png", 0.5f, 0.5f, (float)i / 10, 1);
for (i = 0; i < 10; i++)
test_subpixel("barbara.png", 0.5f, 0.5f, 1, (float)i / 10);
for (i = 0; i < 10; i++)
test_subpixel("barbara.png", 2, 2, (float)i / 10, 1);
for (i = 0; i < 10; i++)
test_subpixel("barbara.png", 2, 2, 1, (float)i / 10);
// Channels test
test_channels("barbara.png", 0.5f, 0.5f, 1);
test_channels("barbara.png", 0.5f, 0.5f, 2);
test_channels("barbara.png", 0.5f, 0.5f, 3);
test_channels("barbara.png", 0.5f, 0.5f, 4);
test_channels("barbara.png", 2, 2, 1);
test_channels("barbara.png", 2, 2, 2);
test_channels("barbara.png", 2, 2, 3);
test_channels("barbara.png", 2, 2, 4);
// Edge behavior tests
resize_image("hgradient.png", 2, 2, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_LINEAR, "test-output/hgradient-clamp.png");
resize_image("hgradient.png", 2, 2, STBR_FILTER_CATMULLROM, STBR_EDGE_WRAP, STBR_COLORSPACE_LINEAR, "test-output/hgradient-wrap.png");
resize_image("vgradient.png", 2, 2, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_LINEAR, "test-output/vgradient-clamp.png");
resize_image("vgradient.png", 2, 2, STBR_FILTER_CATMULLROM, STBR_EDGE_WRAP, STBR_COLORSPACE_LINEAR, "test-output/vgradient-wrap.png");
resize_image("1px-border.png", 2, 2, STBR_FILTER_CATMULLROM, STBR_EDGE_REFLECT, STBR_COLORSPACE_LINEAR, "test-output/1px-border-reflect.png");
resize_image("1px-border.png", 2, 2, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_LINEAR, "test-output/1px-border-clamp.png");
// sRGB tests
resize_image("gamma_colors.jpg", .5f, .5f, STBR_FILTER_CATMULLROM, STBR_EDGE_REFLECT, STBR_COLORSPACE_SRGB, "test-output/gamma_colors.jpg");
resize_image("gamma_2.2.jpg", .5f, .5f, STBR_FILTER_CATMULLROM, STBR_EDGE_REFLECT, STBR_COLORSPACE_SRGB, "test-output/gamma_2.2.jpg");
resize_image("gamma_dalai_lama_gray.jpg", .5f, .5f, STBR_FILTER_CATMULLROM, STBR_EDGE_REFLECT, STBR_COLORSPACE_SRGB, "test-output/gamma_dalai_lama_gray.jpg");
// filter tests
resize_image("barbara.png", 2, 2, STBR_FILTER_NEAREST, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-upsample-nearest.png");
resize_image("barbara.png", 2, 2, STBR_FILTER_BILINEAR, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-upsample-bilinear.png");
resize_image("barbara.png", 2, 2, STBR_FILTER_BICUBIC, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-upsample-bicubic.png");
resize_image("barbara.png", 2, 2, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-upsample-catmullrom.png");
resize_image("barbara.png", 2, 2, STBR_FILTER_MITCHELL, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-upsample-mitchell.png");
resize_image("barbara.png", 0.5f, 0.5f, STBR_FILTER_NEAREST, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-downsample-nearest.png");
resize_image("barbara.png", 0.5f, 0.5f, STBR_FILTER_BILINEAR, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-downsample-bilinear.png");
resize_image("barbara.png", 0.5f, 0.5f, STBR_FILTER_BICUBIC, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-downsample-bicubic.png");
resize_image("barbara.png", 0.5f, 0.5f, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-downsample-catmullrom.png");
resize_image("barbara.png", 0.5f, 0.5f, STBR_FILTER_MITCHELL, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, "test-output/barbara-downsample-mitchell.png");
for (i = 10; i < 100; i++)
{
char outname[200];
sprintf(outname, "test-output/barbara-width-%d.jpg", i);
resize_image("barbara.png", (float)i / 100, 1, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, outname);
}
for (i = 110; i < 500; i += 10)
{
char outname[200];
sprintf(outname, "test-output/barbara-width-%d.jpg", i);
resize_image("barbara.png", (float)i / 100, 1, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, outname);
}
for (i = 10; i < 100; i++)
{
char outname[200];
sprintf(outname, "test-output/barbara-height-%d.jpg", i);
resize_image("barbara.png", 1, (float)i / 100, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, outname);
}
for (i = 110; i < 500; i += 10)
{
char outname[200];
sprintf(outname, "test-output/barbara-height-%d.jpg", i);
resize_image("barbara.png", 1, (float)i / 100, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, outname);
}
for (i = 50; i < 200; i += 10)
{
char outname[200];
sprintf(outname, "test-output/barbara-width-height-%d.jpg", i);
resize_image("barbara.png", 100 / (float)i, (float)i / 100, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB, outname);
}
test_format<unsigned short>("barbara.png", 0.5, 2.0, STBR_TYPE_UINT16, STBR_COLORSPACE_SRGB);
test_format<unsigned short>("barbara.png", 0.5, 2.0, STBR_TYPE_UINT16, STBR_COLORSPACE_LINEAR);
test_format<unsigned short>("barbara.png", 2.0, 0.5, STBR_TYPE_UINT16, STBR_COLORSPACE_SRGB);
test_format<unsigned short>("barbara.png", 2.0, 0.5, STBR_TYPE_UINT16, STBR_COLORSPACE_LINEAR);
test_format<unsigned int>("barbara.png", 0.5, 2.0, STBR_TYPE_UINT32, STBR_COLORSPACE_SRGB);
test_format<unsigned int>("barbara.png", 0.5, 2.0, STBR_TYPE_UINT32, STBR_COLORSPACE_LINEAR);
test_format<unsigned int>("barbara.png", 2.0, 0.5, STBR_TYPE_UINT32, STBR_COLORSPACE_SRGB);
test_format<unsigned int>("barbara.png", 2.0, 0.5, STBR_TYPE_UINT32, STBR_COLORSPACE_LINEAR);
test_float("barbara.png", 0.5, 2.0, STBR_TYPE_FLOAT, STBR_COLORSPACE_SRGB);
test_float("barbara.png", 0.5, 2.0, STBR_TYPE_FLOAT, STBR_COLORSPACE_LINEAR);
test_float("barbara.png", 2.0, 0.5, STBR_TYPE_FLOAT, STBR_COLORSPACE_SRGB);
test_float("barbara.png", 2.0, 0.5, STBR_TYPE_FLOAT, STBR_COLORSPACE_LINEAR);
}