192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com#!/usr/bin/python
292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com# -*- coding: utf-8 -*-
392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comfrom __future__ import print_function
592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comfrom math import *
692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comCOPYRIGHT = '''/*
992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com * Copyright 2013 Google Inc.
1092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com *
1192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com * Use of this source code is governed by a BSD-style license that can be
1292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com * found in the LICENSE file.
1392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com */'''
1492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
1592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
1692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comHELP = '// To regenerate SkPMetricUtil_generated.h, simply run ./generate_pmetric_tables.py'
1792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
1892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
1992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com# From Barten SPIE 1989
2092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef contrast_sensitivity(cycles_per_degree, luminance):
2192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    a = 440.0 * pow(1.0 + 0.7 / luminance, -0.2)
2292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    b = 0.3 * pow(1 + 100.0 / luminance, 0.15)
2392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    return a * cycles_per_degree * exp(-b * cycles_per_degree) * sqrt(1.0 + 0.06 * exp(b * cycles_per_degree))
2492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
2592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
2692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com# From Ward Larson Siggraph 1997
2792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef threshold_vs_intensity(adaptation_luminance):
2892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    log_lum = float('-inf') # Works in Python 2.6+
2992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    try:
3092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        log_lum = log10(adaptation_luminance)
3192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    except ValueError:
3292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        pass
3392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
3492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    x = 0.0
3592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
3692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    if log_lum < -3.94:
3792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        x = -2.86
3892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
3992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    elif log_lum < -1.44:
4092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        x = pow(0.405 * log_lum + 1.6, 2.18) - 2.86
4192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
4292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    elif log_lum < -0.0184:
4392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        x = log_lum - 0.395
4492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
4592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    elif log_lum < 1.9:
4692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        x = pow(0.249 * log_lum + 0.65, 2.7) - 0.72
4792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
4892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    else:
4992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        x = log_lum - 1.255
5092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
5192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    return pow(10.0, x)
5292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
5392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
5492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com# From Daly 1993
5592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef visual_mask(contrast):
5692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    x = pow(392.498 * contrast, 0.7)
5792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    x = pow(0.0153 * x, 4.0)
5892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    return pow(1.0 + x, 0.25)
5992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
6092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
6192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com# float gCubeRootTable[]
6292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comCUBE_ROOT_ACCESS_FUNCTION = '''
6335f02fb9c9f548656e1cb2cc66d3ed20006384f8zachr@google.comstatic float get_cube_root(float value) {
6492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    SkASSERT(value >= 0.0f);
6592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    SkASSERT(value * 1023.0f < 1024.0f);
6692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    return gCubeRootTable[(int)(value * 1023.0f)];
6792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com}
6892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com'''
6992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef generate_cube_root_table(stream):
7092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('static float gCubeRootTable[] = {', end='', file=stream)
7192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    for i in range(1024):
7292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        if i % 6 == 0:
7392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com            print('\n    ', end='', file=stream)
7492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        print("%.10f" % pow(i / 1024.0, 1.0 / 3.0), end='f,', file=stream)
7592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('\n};', end='', file=stream)
7692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print(CUBE_ROOT_ACCESS_FUNCTION, file=stream)
7792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
7892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
7992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com# float gGammaTable[]
8092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comGAMMA_ACCESS_FUNCTION = '''
8135f02fb9c9f548656e1cb2cc66d3ed20006384f8zachr@google.comstatic float get_gamma(unsigned char value) {
8292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    return gGammaTable[value];
8392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com}
8492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com'''
8592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef generate_gamma_table(stream):
8692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('static float gGammaTable[] = {', end='', file=stream)
8792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    for i in range(256):
8892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        if i % 6 == 0:
8992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com            print('\n    ', end='', file=stream)
9092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        print("%.10f" % pow(i / 255.0, 2.2), end='f,', file=stream)
9192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('\n};', end='', file=stream)
9292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print(GAMMA_ACCESS_FUNCTION, file=stream)
9392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
9492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
9592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com# float gTVITable[]
9692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comTVI_ACCESS_FUNCTION = '''
9735f02fb9c9f548656e1cb2cc66d3ed20006384f8zachr@google.comstatic float get_threshold_vs_intensity(float value) {
9892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    SkASSERT(value >= 0.0f);
9992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    SkASSERT(value < 100.0f);
10092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    return gTVITable[(int)(value * 100.0f)];
10192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com}
10292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com'''
10392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef generate_tvi_table(stream):
10492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('static float gTVITable[] = {', end='', file=stream)
10592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    for i in range(10000):
10692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        if i % 6 == 0:
10792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com            print('\n    ', end='', file=stream)
10892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        print("%.10f" % threshold_vs_intensity(i / 100.0), end='f,', file=stream)
10992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('\n};', end='', file=stream)
11092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print(TVI_ACCESS_FUNCTION, file=stream)
11192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
11292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
11392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com# float gVisualMaskTable[]
11492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comVISUAL_MASK_DOMAIN = 4000
11592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comVISUAL_MASK_ACCESS_FUNCTION = '''
11635f02fb9c9f548656e1cb2cc66d3ed20006384f8zachr@google.comstatic float get_visual_mask(float value) {{
11792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    SkASSERT(value >= 0.0f);
11892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    SkASSERT(value < {}.0f);
11992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    return gVisualMaskTable[(int)value];
12092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com}}'''
12192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef generate_visual_mask_table(stream):
12292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('static float gVisualMaskTable[] = {', end='', file=stream)
12392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    for i in range(VISUAL_MASK_DOMAIN):
12492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        if i % 6 == 0:
12592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com            print('\n    ', end='', file=stream)
12692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com        print("%.10f" % visual_mask(i), end='f,', file=stream)
12792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('\n};', end='', file=stream)
12892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print(VISUAL_MASK_ACCESS_FUNCTION.format(VISUAL_MASK_DOMAIN), file=stream)
12992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
13092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
13192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef generate_lookup_tables(stream):
13292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print(COPYRIGHT, file=stream)
13392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print(HELP, file=stream)
13492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('namespace SkPMetricUtil {', file=stream)
13592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    generate_cube_root_table(stream)
13692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    generate_gamma_table(stream)
13792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    generate_tvi_table(stream)
13892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    generate_visual_mask_table(stream)
13992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    print('}', file=stream)
14092fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
14192fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
14292fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comdef main():
14392fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    pmetric_util_out = open('SkPMetricUtil_generated.h', 'wb')
14492fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    generate_lookup_tables(pmetric_util_out)
14592fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    pmetric_util_out.close()
14692fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
14792fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com
14892fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.comif __name__ == '__main__':
14992fe073efbd9287cdb4d01a1b9c0664fc5d4fdd0zachr@google.com    main()
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