/* Metric Copyright (C) 2006 Yangli Hector Yee This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 51 Franklin Street, Suite 500, Boston, MA 02110-1335, USA */ #define _GNU_SOURCE #if HAVE_CONFIG_H #include "config.h" #endif #include "lpyramid.h" #include #include #include #if HAVE_STDINT_H # include #elif HAVE_INTTYPES_H # include #elif HAVE_SYS_INT_TYPES_H # include #elif defined(_MSC_VER) typedef __int8 int8_t; typedef unsigned __int8 uint8_t; typedef __int16 int16_t; typedef unsigned __int16 uint16_t; typedef __int32 int32_t; typedef unsigned __int32 uint32_t; typedef __int64 int64_t; typedef unsigned __int64 uint64_t; # ifndef HAVE_UINT64_T # define HAVE_UINT64_T 1 # endif # ifndef INT16_MIN # define INT16_MIN (-32767-1) # endif # ifndef INT16_MAX # define INT16_MAX (32767) # endif # ifndef UINT16_MAX # define UINT16_MAX (65535) # endif #else #error Cannot find definitions for fixed-width integral types (uint8_t, uint32_t, etc.) #endif #include "pdiff.h" #ifndef M_PI #define M_PI 3.14159265f #endif #ifndef __USE_ISOC99 #define expf exp #define powf pow #define fabsf fabs #define sqrtf sqrt #define log10f log10 #endif /* * Given the adaptation luminance, this function returns the * threshold of visibility in cd per m^2 * TVI means Threshold vs Intensity function * This version comes from Ward Larson Siggraph 1997 */ static float tvi (float adaptation_luminance) { /* returns the threshold luminance given the adaptation luminance units are candelas per meter squared */ float log_a, r, result; log_a = log10f(adaptation_luminance); if (log_a < -3.94f) { r = -2.86f; } else if (log_a < -1.44f) { r = powf(0.405f * log_a + 1.6f , 2.18f) - 2.86f; } else if (log_a < -0.0184f) { r = log_a - 0.395f; } else if (log_a < 1.9f) { r = powf(0.249f * log_a + 0.65f, 2.7f) - 0.72f; } else { r = log_a - 1.255f; } result = powf(10.0f , r); return result; } /* computes the contrast sensitivity function (Barten SPIE 1989) * given the cycles per degree (cpd) and luminance (lum) */ static float csf (float cpd, float lum) { float a, b, result; a = 440.0f * powf((1.0f + 0.7f / lum), -0.2f); b = 0.3f * powf((1.0f + 100.0f / lum), 0.15f); result = a * cpd * expf(-b * cpd) * sqrtf(1.0f + 0.06f * expf(b * cpd)); return result; } /* * Visual Masking Function * from Daly 1993 */ static float mask (float contrast) { float a, b, result; a = powf(392.498f * contrast, 0.7f); b = powf(0.0153f * a, 4.0f); result = powf(1.0f + b, 0.25f); return result; } /* convert Adobe RGB (1998) with reference white D65 to XYZ */ static void AdobeRGBToXYZ (float r, float g, float b, float *x, float *y, float *z) { /* matrix is from http://www.brucelindbloom.com/ */ *x = r * 0.576700f + g * 0.185556f + b * 0.188212f; *y = r * 0.297361f + g * 0.627355f + b * 0.0752847f; *z = r * 0.0270328f + g * 0.0706879f + b * 0.991248f; } static void XYZToLAB (float x, float y, float z, float *L, float *A, float *B) { static float xw = -1; static float yw; static float zw; const float epsilon = 216.0f / 24389.0f; const float kappa = 24389.0f / 27.0f; float f[3]; float r[3]; int i; /* reference white */ if (xw < 0) { AdobeRGBToXYZ(1, 1, 1, &xw, &yw, &zw); } r[0] = x / xw; r[1] = y / yw; r[2] = z / zw; for (i = 0; i < 3; i++) { if (r[i] > epsilon) { f[i] = powf(r[i], 1.0f / 3.0f); } else { f[i] = (kappa * r[i] + 16.0f) / 116.0f; } } *L = 116.0f * f[1] - 16.0f; *A = 500.0f * (f[0] - f[1]); *B = 200.0f * (f[1] - f[2]); } static uint32_t _get_pixel (const uint32_t *data, int i) { return data[i]; } static unsigned char _get_red (const uint32_t *data, int i) { uint32_t pixel; uint8_t alpha; pixel = _get_pixel (data, i); alpha = (pixel & 0xff000000) >> 24; if (alpha == 0) return 0; else return (((pixel & 0x00ff0000) >> 16) * 255 + alpha / 2) / alpha; } static unsigned char _get_green (const uint32_t *data, int i) { uint32_t pixel; uint8_t alpha; pixel = _get_pixel (data, i); alpha = (pixel & 0xff000000) >> 24; if (alpha == 0) return 0; else return (((pixel & 0x0000ff00) >> 8) * 255 + alpha / 2) / alpha; } static unsigned char _get_blue (const uint32_t *data, int i) { uint32_t pixel; uint8_t alpha; pixel = _get_pixel (data, i); alpha = (pixel & 0xff000000) >> 24; if (alpha == 0) return 0; else return (((pixel & 0x000000ff) >> 0) * 255 + alpha / 2) / alpha; } static void * xmalloc (size_t size) { void *buf; buf = malloc (size); if (buf == NULL) { fprintf (stderr, "Out of memory.\n"); exit (1); } return buf; } int pdiff_compare (cairo_surface_t *surface_a, cairo_surface_t *surface_b, double gamma, double luminance, double field_of_view) { unsigned int dim = (cairo_image_surface_get_width (surface_a) * cairo_image_surface_get_height (surface_a)); unsigned int i; /* assuming colorspaces are in Adobe RGB (1998) convert to XYZ */ float *aX; float *aY; float *aZ; float *bX; float *bY; float *bZ; float *aLum; float *bLum; float *aA; float *bA; float *aB; float *bB; unsigned int x, y, w, h; lpyramid_t *la, *lb; float num_one_degree_pixels, pixels_per_degree, num_pixels; unsigned int adaptation_level; float cpd[MAX_PYR_LEVELS]; float F_freq[MAX_PYR_LEVELS - 2]; float csf_max; const uint32_t *data_a, *data_b; unsigned int pixels_failed; w = cairo_image_surface_get_width (surface_a); h = cairo_image_surface_get_height (surface_a); if (w < 3 || h < 3) /* too small for the Laplacian convolution */ return -1; aX = xmalloc (dim * sizeof (float)); aY = xmalloc (dim * sizeof (float)); aZ = xmalloc (dim * sizeof (float)); bX = xmalloc (dim * sizeof (float)); bY = xmalloc (dim * sizeof (float)); bZ = xmalloc (dim * sizeof (float)); aLum = xmalloc (dim * sizeof (float)); bLum = xmalloc (dim * sizeof (float)); aA = xmalloc (dim * sizeof (float)); bA = xmalloc (dim * sizeof (float)); aB = xmalloc (dim * sizeof (float)); bB = xmalloc (dim * sizeof (float)); data_a = (uint32_t *) cairo_image_surface_get_data (surface_a); data_b = (uint32_t *) cairo_image_surface_get_data (surface_b); for (y = 0; y < h; y++) { for (x = 0; x < w; x++) { float r, g, b, l; i = x + y * w; r = powf(_get_red (data_a, i) / 255.0f, gamma); g = powf(_get_green (data_a, i) / 255.0f, gamma); b = powf(_get_blue (data_a, i) / 255.0f, gamma); AdobeRGBToXYZ(r,g,b,&aX[i],&aY[i],&aZ[i]); XYZToLAB(aX[i], aY[i], aZ[i], &l, &aA[i], &aB[i]); r = powf(_get_red (data_b, i) / 255.0f, gamma); g = powf(_get_green (data_b, i) / 255.0f, gamma); b = powf(_get_blue (data_b, i) / 255.0f, gamma); AdobeRGBToXYZ(r,g,b,&bX[i],&bY[i],&bZ[i]); XYZToLAB(bX[i], bY[i], bZ[i], &l, &bA[i], &bB[i]); aLum[i] = aY[i] * luminance; bLum[i] = bY[i] * luminance; } } la = lpyramid_create (aLum, w, h); lb = lpyramid_create (bLum, w, h); num_one_degree_pixels = (float) (2 * tan(field_of_view * 0.5 * M_PI / 180) * 180 / M_PI); pixels_per_degree = w / num_one_degree_pixels; num_pixels = 1; adaptation_level = 0; for (i = 0; i < MAX_PYR_LEVELS; i++) { adaptation_level = i; if (num_pixels > num_one_degree_pixels) break; num_pixels *= 2; } cpd[0] = 0.5f * pixels_per_degree; for (i = 1; i < MAX_PYR_LEVELS; i++) cpd[i] = 0.5f * cpd[i - 1]; csf_max = csf(3.248f, 100.0f); for (i = 0; i < MAX_PYR_LEVELS - 2; i++) F_freq[i] = csf_max / csf( cpd[i], 100.0f); pixels_failed = 0; for (y = 0; y < h; y++) { for (x = 0; x < w; x++) { int index = x + y * w; float contrast[MAX_PYR_LEVELS - 2]; float F_mask[MAX_PYR_LEVELS - 2]; float factor; float delta; float adapt; bool pass; float sum_contrast = 0; for (i = 0; i < MAX_PYR_LEVELS - 2; i++) { float n1 = fabsf(lpyramid_get_value (la,x,y,i) - lpyramid_get_value (la,x,y,i + 1)); float n2 = fabsf(lpyramid_get_value (lb,x,y,i) - lpyramid_get_value (lb,x,y,i + 1)); float numerator = (n1 > n2) ? n1 : n2; float d1 = fabsf(lpyramid_get_value(la,x,y,i+2)); float d2 = fabsf(lpyramid_get_value(lb,x,y,i+2)); float denominator = (d1 > d2) ? d1 : d2; if (denominator < 1e-5f) denominator = 1e-5f; contrast[i] = numerator / denominator; sum_contrast += contrast[i]; } if (sum_contrast < 1e-5) sum_contrast = 1e-5f; adapt = lpyramid_get_value(la,x,y,adaptation_level) + lpyramid_get_value(lb,x,y,adaptation_level); adapt *= 0.5f; if (adapt < 1e-5) adapt = 1e-5f; for (i = 0; i < MAX_PYR_LEVELS - 2; i++) { F_mask[i] = mask(contrast[i] * csf(cpd[i], adapt)); } factor = 0; for (i = 0; i < MAX_PYR_LEVELS - 2; i++) { factor += contrast[i] * F_freq[i] * F_mask[i] / sum_contrast; } if (factor < 1) factor = 1; if (factor > 10) factor = 10; delta = fabsf(lpyramid_get_value(la,x,y,0) - lpyramid_get_value(lb,x,y,0)); pass = true; /* pure luminance test */ if (delta > factor * tvi(adapt)) { pass = false; } else { /* CIE delta E test with modifications */ float color_scale = 1.0f; float da = aA[index] - bA[index]; float db = aB[index] - bB[index]; float delta_e; /* ramp down the color test in scotopic regions */ if (adapt < 10.0f) { color_scale = 1.0f - (10.0f - color_scale) / 10.0f; color_scale = color_scale * color_scale; } da = da * da; db = db * db; delta_e = (da + db) * color_scale; if (delta_e > factor) { pass = false; } } if (!pass) pixels_failed++; } } free (aX); free (aY); free (aZ); free (bX); free (bY); free (bZ); free (aLum); free (bLum); lpyramid_destroy (la); lpyramid_destroy (lb); free (aA); free (bA); free (aB); free (bB); return pixels_failed; }