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// Copyright 2019 Joe Drago. All rights reserved.
// SPDX-License-Identifier: BSD-2-Clause
#include "avif/internal.h"
#include <float.h>
#include <math.h>
#include <string.h>
struct avifColorPrimariesTable
{
avifColorPrimaries colorPrimariesEnum;
const char * name;
float primaries[8]; // rX, rY, gX, gY, bX, bY, wX, wY
};
static const struct avifColorPrimariesTable avifColorPrimariesTables[] = {
{ AVIF_COLOR_PRIMARIES_BT709, "BT.709", { 0.64f, 0.33f, 0.3f, 0.6f, 0.15f, 0.06f, 0.3127f, 0.329f } },
{ AVIF_COLOR_PRIMARIES_BT470M, "BT.470-6 System M", { 0.67f, 0.33f, 0.21f, 0.71f, 0.14f, 0.08f, 0.310f, 0.316f } },
{ AVIF_COLOR_PRIMARIES_BT470BG, "BT.470-6 System BG", { 0.64f, 0.33f, 0.29f, 0.60f, 0.15f, 0.06f, 0.3127f, 0.3290f } },
{ AVIF_COLOR_PRIMARIES_BT601, "BT.601", { 0.630f, 0.340f, 0.310f, 0.595f, 0.155f, 0.070f, 0.3127f, 0.3290f } },
{ AVIF_COLOR_PRIMARIES_SMPTE240, "SMPTE 240M", { 0.630f, 0.340f, 0.310f, 0.595f, 0.155f, 0.070f, 0.3127f, 0.3290f } },
{ AVIF_COLOR_PRIMARIES_GENERIC_FILM, "Generic film", { 0.681f, 0.319f, 0.243f, 0.692f, 0.145f, 0.049f, 0.310f, 0.316f } },
{ AVIF_COLOR_PRIMARIES_BT2020, "BT.2020", { 0.708f, 0.292f, 0.170f, 0.797f, 0.131f, 0.046f, 0.3127f, 0.3290f } },
{ AVIF_COLOR_PRIMARIES_XYZ, "XYZ", { 1.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.3333f, 0.3333f } },
{ AVIF_COLOR_PRIMARIES_SMPTE431, "SMPTE RP 431-2", { 0.680f, 0.320f, 0.265f, 0.690f, 0.150f, 0.060f, 0.314f, 0.351f } },
{ AVIF_COLOR_PRIMARIES_SMPTE432, "SMPTE EG 432-1 (DCI P3)", { 0.680f, 0.320f, 0.265f, 0.690f, 0.150f, 0.060f, 0.3127f, 0.3290f } },
{ AVIF_COLOR_PRIMARIES_EBU3213, "EBU Tech. 3213-E", { 0.630f, 0.340f, 0.295f, 0.605f, 0.155f, 0.077f, 0.3127f, 0.3290f } }
};
static const int avifColorPrimariesTableSize = sizeof(avifColorPrimariesTables) / sizeof(avifColorPrimariesTables[0]);
void avifColorPrimariesGetValues(avifColorPrimaries acp, float outPrimaries[8])
{
for (int i = 0; i < avifColorPrimariesTableSize; ++i) {
if (avifColorPrimariesTables[i].colorPrimariesEnum == acp) {
memcpy(outPrimaries, avifColorPrimariesTables[i].primaries, sizeof(avifColorPrimariesTables[i].primaries));
return;
}
}
// if we get here, the color primaries are unknown. Just return a reasonable default.
memcpy(outPrimaries, avifColorPrimariesTables[0].primaries, sizeof(avifColorPrimariesTables[0].primaries));
}
static avifBool matchesTo3RoundedPlaces(float a, float b)
{
return (fabsf(a - b) < 0.001f);
}
static avifBool primariesMatch(const float p1[8], const float p2[8])
{
return matchesTo3RoundedPlaces(p1[0], p2[0]) && matchesTo3RoundedPlaces(p1[1], p2[1]) &&
matchesTo3RoundedPlaces(p1[2], p2[2]) && matchesTo3RoundedPlaces(p1[3], p2[3]) && matchesTo3RoundedPlaces(p1[4], p2[4]) &&
matchesTo3RoundedPlaces(p1[5], p2[5]) && matchesTo3RoundedPlaces(p1[6], p2[6]) && matchesTo3RoundedPlaces(p1[7], p2[7]);
}
avifColorPrimaries avifColorPrimariesFind(const float inPrimaries[8], const char ** outName)
{
if (outName) {
*outName = NULL;
}
for (int i = 0; i < avifColorPrimariesTableSize; ++i) {
if (primariesMatch(inPrimaries, avifColorPrimariesTables[i].primaries)) {
if (outName) {
*outName = avifColorPrimariesTables[i].name;
}
return avifColorPrimariesTables[i].colorPrimariesEnum;
}
}
return AVIF_COLOR_PRIMARIES_UNKNOWN;
}
avifResult avifTransferCharacteristicsGetGamma(avifTransferCharacteristics atc, float * gamma)
{
switch (atc) {
case AVIF_TRANSFER_CHARACTERISTICS_BT470M:
*gamma = 2.2f;
return AVIF_RESULT_OK;
case AVIF_TRANSFER_CHARACTERISTICS_BT470BG:
*gamma = 2.8f;
return AVIF_RESULT_OK;
case AVIF_TRANSFER_CHARACTERISTICS_LINEAR:
*gamma = 1.0f;
return AVIF_RESULT_OK;
default:
return AVIF_RESULT_INVALID_ARGUMENT;
}
}
avifTransferCharacteristics avifTransferCharacteristicsFindByGamma(float gamma)
{
if (matchesTo3RoundedPlaces(gamma, 2.2f)) {
return AVIF_TRANSFER_CHARACTERISTICS_BT470M;
} else if (matchesTo3RoundedPlaces(gamma, 1.0f)) {
return AVIF_TRANSFER_CHARACTERISTICS_LINEAR;
} else if (matchesTo3RoundedPlaces(gamma, 2.8f)) {
return AVIF_TRANSFER_CHARACTERISTICS_BT470BG;
}
return AVIF_TRANSFER_CHARACTERISTICS_UNKNOWN;
}
struct avifMatrixCoefficientsTable
{
avifMatrixCoefficients matrixCoefficientsEnum;
const char * name;
const float kr;
const float kb;
};
// https://www.itu.int/rec/T-REC-H.273-201612-I/en
static const struct avifMatrixCoefficientsTable matrixCoefficientsTables[] = {
//{ AVIF_MATRIX_COEFFICIENTS_IDENTITY, "Identity", 0.0f, 0.0f, }, // Handled elsewhere
{ AVIF_MATRIX_COEFFICIENTS_BT709, "BT.709", 0.2126f, 0.0722f },
{ AVIF_MATRIX_COEFFICIENTS_FCC, "FCC USFC 73.682", 0.30f, 0.11f },
{ AVIF_MATRIX_COEFFICIENTS_BT470BG, "BT.470-6 System BG", 0.299f, 0.114f },
{ AVIF_MATRIX_COEFFICIENTS_BT601, "BT.601", 0.299f, 0.114f },
{ AVIF_MATRIX_COEFFICIENTS_SMPTE240, "SMPTE ST 240", 0.212f, 0.087f },
//{ AVIF_MATRIX_COEFFICIENTS_YCGCO, "YCgCo", 0.0f, 0.0f, }, // Handled elsewhere
{ AVIF_MATRIX_COEFFICIENTS_BT2020_NCL, "BT.2020 (non-constant luminance)", 0.2627f, 0.0593f },
//{ AVIF_MATRIX_COEFFICIENTS_BT2020_CL, "BT.2020 (constant luminance)", 0.2627f, 0.0593f }, // FIXME: It is not an linear transformation.
//{ AVIF_MATRIX_COEFFICIENTS_SMPTE2085, "ST 2085", 0.0f, 0.0f }, // FIXME: ST2085 can't represent using Kr and Kb.
//{ AVIF_MATRIX_COEFFICIENTS_CHROMA_DERIVED_CL, "Chromaticity-derived constant luminance system", 0.0f, 0.0f } // FIXME: It is not an linear transformation.
//{ AVIF_MATRIX_COEFFICIENTS_ICTCP, "BT.2100-0 ICtCp", 0.0f, 0.0f }, // FIXME: This can't represent using Kr and Kb.
};
static const int avifMatrixCoefficientsTableSize = sizeof(matrixCoefficientsTables) / sizeof(matrixCoefficientsTables[0]);
static avifBool calcYUVInfoFromCICP(const avifImage * image, float coeffs[3])
{
if (image->matrixCoefficients == AVIF_MATRIX_COEFFICIENTS_CHROMA_DERIVED_NCL) {
avifColorPrimariesComputeYCoeffs(image->colorPrimaries, coeffs);
return AVIF_TRUE;
} else {
for (int i = 0; i < avifMatrixCoefficientsTableSize; ++i) {
const struct avifMatrixCoefficientsTable * const table = &matrixCoefficientsTables[i];
if (table->matrixCoefficientsEnum == image->matrixCoefficients) {
coeffs[0] = table->kr;
coeffs[2] = table->kb;
coeffs[1] = 1.0f - coeffs[0] - coeffs[2];
return AVIF_TRUE;
}
}
}
return AVIF_FALSE;
}
void avifCalcYUVCoefficients(const avifImage * image, float * outR, float * outG, float * outB)
{
// (As of ISO/IEC 23000-22:2019 Amendment 2)
// MIAF Section 7.3.6.4 "Colour information property":
//
// If a coded image has no associated colour property, the default property is defined as having
// colour_type equal to 'nclx' with properties as follows:
// - colour_primaries equal to 1,
// - transfer_characteristics equal to 13,
// - matrix_coefficients equal to 5 or 6 (which are functionally identical), and
// - full_range_flag equal to 1.
// Only if the colour information property of the image matches these default values, the colour
// property may be omitted; all other images shall have an explicitly declared colour space via
// association with a property of this type.
//
// See here for the discussion: https://github.com/AOMediaCodec/av1-avif/issues/77#issuecomment-676526097
// matrix_coefficients of [5,6] == BT.601:
float kr = 0.299f;
float kb = 0.114f;
float kg = 1.0f - kr - kb;
float coeffs[3];
if (calcYUVInfoFromCICP(image, coeffs)) {
kr = coeffs[0];
kg = coeffs[1];
kb = coeffs[2];
}
*outR = kr;
*outG = kg;
*outB = kb;
}
// ---------------------------------------------------------------------------
// Transfer characteristics
//
// Transfer characteristics are defined in ITU-T H.273 https://www.itu.int/rec/T-REC-H.273-201612-S/en
// with formulas for linear to gamma conversion in Table 3.
// This is based on tongyuantongyu's implementation in https://github.com/AOMediaCodec/libavif/pull/444
// with some fixes/changes in the first commit:
// - Fixed 5 transfer curves where toLinear and toGamma functions were swapped (470M, 470BG, Log100,
// Log100Sqrt10 and SMPTE428)
// - 'avifToLinearLog100' and 'avifToLinearLog100Sqrt10' were modified to return the middle of the
// range of linear values that are gamma-encoded to 0.0 in order to reduce the max round trip error,
// based on vrabaud's change in
// https://chromium.googlesource.com/webm/libwebp/+/25d94f473b10882b8bee9288d00539001b692042
// - In this file, PQ and HLG return "extended SDR" linear values in [0.0, 10000/203] and
// [0.0, 1000/203] respectively, where a value of 1.0 means SDR white brightness (203 nits), and any
// value above 1.0 is brigther.
// See git history for further changes.
struct avifTransferCharacteristicsTable
{
avifTransferCharacteristics transferCharacteristicsEnum;
const char * name;
avifTransferFunction toLinear;
avifTransferFunction toGamma;
};
static float avifToLinear709(float gamma)
{
if (gamma < 0.0f) {
return 0.0f;
} else if (gamma < 4.5f * 0.018053968510807f) {
return gamma / 4.5f;
} else if (gamma < 1.0f) {
return powf((gamma + 0.09929682680944f) / 1.09929682680944f, 1.0f / 0.45f);
} else {
return 1.0f;
}
}
static float avifToGamma709(float linear)
{
if (linear < 0.0f) {
return 0.0f;
} else if (linear < 0.018053968510807f) {
return linear * 4.5f;
} else if (linear < 1.0f) {
return 1.09929682680944f * powf(linear, 0.45f) - 0.09929682680944f;
} else {
return 1.0f;
}
}
static float avifToLinear470M(float gamma)
{
return powf(AVIF_CLAMP(gamma, 0.0f, 1.0f), 2.2f);
}
static float avifToGamma470M(float linear)
{
return powf(AVIF_CLAMP(linear, 0.0f, 1.0f), 1.0f / 2.2f);
}
static float avifToLinear470BG(float gamma)
{
return powf(AVIF_CLAMP(gamma, 0.0f, 1.0f), 2.8f);
}
static float avifToGamma470BG(float linear)
{
return powf(AVIF_CLAMP(linear, 0.0f, 1.0f), 1.0f / 2.8f);
}
static float avifToLinearSMPTE240(float gamma)
{
if (gamma < 0.0f) {
return 0.0f;
} else if (gamma < 4.0f * 0.022821585529445f) {
return gamma / 4.0f;
} else if (gamma < 1.0f) {
return powf((gamma + 0.111572195921731f) / 1.111572195921731f, 1.0f / 0.45f);
} else {
return 1.0f;
}
}
static float avifToGammaSMPTE240(float linear)
{
if (linear < 0.0f) {
return 0.0f;
} else if (linear < 0.022821585529445f) {
return linear * 4.0f;
} else if (linear < 1.0f) {
return 1.111572195921731f * powf(linear, 0.45f) - 0.111572195921731f;
} else {
return 1.0f;
}
}
static float avifToGammaLinear(float gamma)
{
return AVIF_CLAMP(gamma, 0.0f, 1.0f);
}
static float avifToLinearLog100(float gamma)
{
// The function is non-bijective so choose the middle of [0, 0.01].
const float mid_interval = 0.01f / 2.f;
return (gamma <= 0.0f) ? mid_interval : powf(10.0f, 2.f * (AVIF_MIN(gamma, 1.f) - 1.0f));
}
static float avifToGammaLog100(float linear)
{
return linear <= 0.01f ? 0.0f : 1.0f + log10f(AVIF_MIN(linear, 1.0f)) / 2.0f;
}
static float avifToLinearLog100Sqrt10(float gamma)
{
// The function is non-bijective so choose the middle of [0, 0.00316227766f].
const float mid_interval = 0.00316227766f / 2.f;
return (gamma <= 0.0f) ? mid_interval : powf(10.0f, 2.5f * (AVIF_MIN(gamma, 1.f) - 1.0f));
}
static float avifToGammaLog100Sqrt10(float linear)
{
return linear <= 0.00316227766f ? 0.0f : 1.0f + log10f(AVIF_MIN(linear, 1.0f)) / 2.5f;
}
static float avifToLinearIEC61966(float gamma)
{
if (gamma < -4.5f * 0.018053968510807f) {
return powf((-gamma + 0.09929682680944f) / -1.09929682680944f, 1.0f / 0.45f);
} else if (gamma < 4.5f * 0.018053968510807f) {
return gamma / 4.5f;
} else {
return powf((gamma + 0.09929682680944f) / 1.09929682680944f, 1.0f / 0.45f);
}
}
static float avifToGammaIEC61966(float linear)
{
if (linear < -0.018053968510807f) {
return -1.09929682680944f * powf(-linear, 0.45f) + 0.09929682680944f;
} else if (linear < 0.018053968510807f) {
return linear * 4.5f;
} else {
return 1.09929682680944f * powf(linear, 0.45f) - 0.09929682680944f;
}
}
static float avifToLinearBT1361(float gamma)
{
if (gamma < -0.25f) {
return -0.25f;
} else if (gamma < 0.0f) {
return powf((gamma - 0.02482420670236f) / -0.27482420670236f, 1.0f / 0.45f) / -4.0f;
} else if (gamma < 4.5f * 0.018053968510807f) {
return gamma / 4.5f;
} else if (gamma < 1.0f) {
return powf((gamma + 0.09929682680944f) / 1.09929682680944f, 1.0f / 0.45f);
} else {
return 1.0f;
}
}
static float avifToGammaBT1361(float linear)
{
if (linear < -0.25f) {
return -0.25f;
} else if (linear < 0.0f) {
return -0.27482420670236f * powf(-4.0f * linear, 0.45f) + 0.02482420670236f;
} else if (linear < 0.018053968510807f) {
return linear * 4.5f;
} else if (linear < 1.0f) {
return 1.09929682680944f * powf(linear, 0.45f) - 0.09929682680944f;
} else {
return 1.0f;
}
}
static float avifToLinearSRGB(float gamma)
{
if (gamma < 0.0f) {
return 0.0f;
} else if (gamma < 12.92f * 0.0030412825601275209f) {
return gamma / 12.92f;
} else if (gamma < 1.0f) {
return powf((gamma + 0.0550107189475866f) / 1.0550107189475866f, 2.4f);
} else {
return 1.0f;
}
}
static float avifToGammaSRGB(float linear)
{
if (linear < 0.0f) {
return 0.0f;
} else if (linear < 0.0030412825601275209f) {
return linear * 12.92f;
} else if (linear < 1.0f) {
return 1.0550107189475866f * powf(linear, 1.0f / 2.4f) - 0.0550107189475866f;
} else {
return 1.0f;
}
}
#define PQ_MAX_NITS 10000.0f
#define HLG_PEAK_LUMINANCE_NITS 1000.0f
#define SDR_WHITE_NITS 203.0f
static float avifToLinearPQ(float gamma)
{
if (gamma > 0.0f) {
const float powGamma = powf(gamma, 1.0f / 78.84375f);
const float num = AVIF_MAX(powGamma - 0.8359375f, 0.0f);
const float den = AVIF_MAX(18.8515625f - 18.6875f * powGamma, FLT_MIN);
const float linear = powf(num / den, 1.0f / 0.1593017578125f);
// Scale so that SDR white is 1.0 (extended SDR).
return linear * PQ_MAX_NITS / SDR_WHITE_NITS;
} else {
return 0.0f;
}
}
static float avifToGammaPQ(float linear)
{
if (linear > 0.0f) {
// Scale from extended SDR range to [0.0, 1.0].
linear = AVIF_CLAMP(linear * SDR_WHITE_NITS / PQ_MAX_NITS, 0.0f, 1.0f);
const float powLinear = powf(linear, 0.1593017578125f);
const float num = 0.1640625f * powLinear - 0.1640625f;
const float den = 1.0f + 18.6875f * powLinear;
return powf(1.0f + num / den, 78.84375f);
} else {
return 0.0f;
}
}
static float avifToLinearSMPTE428(float gamma)
{
return powf(AVIF_MAX(gamma, 0.0f), 2.6f) / 0.91655527974030934f;
}
static float avifToGammaSMPTE428(float linear)
{
return powf(0.91655527974030934f * AVIF_MAX(linear, 0.0f), 1.0f / 2.6f);
}
// Formula from ITU-R BT.2100-2
// Assumes Lw=1000 (max display luminance in nits).
// For simplicity, approximates Ys (which should be 0.2627*r+0.6780*g+0.0593*b)
// to the input value (r, g, or b depending on the current channel).
static float avifToLinearHLG(float gamma)
{
// Inverse OETF followed by the OOTF, see Table 5 in ITU-R BT.2100-2 page 7.
// Note that this differs slightly from ITU-T H.273 which doesn't use the OOTF.
if (gamma < 0.0f) {
return 0.0f;
}
float linear = 0.0f;
if (gamma <= 0.5f) {
linear = powf((gamma * gamma) * (1.0f / 3.0f), 1.2f);
} else {
linear = powf((expf((gamma - 0.55991073f) / 0.17883277f) + 0.28466892f) / 12.0f, 1.2f);
}
// Scale so that SDR white is 1.0 (extended SDR).
return linear * HLG_PEAK_LUMINANCE_NITS / SDR_WHITE_NITS;
}
static float avifToGammaHLG(float linear)
{
// Scale from extended SDR range to [0.0, 1.0].
linear = AVIF_CLAMP(linear * SDR_WHITE_NITS / HLG_PEAK_LUMINANCE_NITS, 0.0f, 1.0f);
// Inverse OOTF followed by OETF see Table 5 and Note 5i in ITU-R BT.2100-2 page 7-8.
linear = powf(linear, 1.0f / 1.2f);
if (linear < 0.0f) {
return 0.0f;
} else if (linear <= (1.0f / 12.0f)) {
return sqrtf(3.0f * linear);
} else {
return 0.17883277f * logf(12.0f * linear - 0.28466892f) + 0.55991073f;
}
}
static const struct avifTransferCharacteristicsTable transferCharacteristicsTables[] = {
{ AVIF_TRANSFER_CHARACTERISTICS_BT709, "BT.709", avifToLinear709, avifToGamma709 },
{ AVIF_TRANSFER_CHARACTERISTICS_BT470M, "BT.470-6 System M", avifToLinear470M, avifToGamma470M },
{ AVIF_TRANSFER_CHARACTERISTICS_BT470BG, "BT.470-6 System BG", avifToLinear470BG, avifToGamma470BG },
{ AVIF_TRANSFER_CHARACTERISTICS_BT601, "BT.601", avifToLinear709, avifToGamma709 },
{ AVIF_TRANSFER_CHARACTERISTICS_SMPTE240, "SMPTE 240M", avifToLinearSMPTE240, avifToGammaSMPTE240 },
{ AVIF_TRANSFER_CHARACTERISTICS_LINEAR, "Linear", avifToGammaLinear, avifToGammaLinear },
{ AVIF_TRANSFER_CHARACTERISTICS_LOG100, "100:1 Log", avifToLinearLog100, avifToGammaLog100 },
{ AVIF_TRANSFER_CHARACTERISTICS_LOG100_SQRT10, "100sqrt(10):1 Log", avifToLinearLog100Sqrt10, avifToGammaLog100Sqrt10 },
{ AVIF_TRANSFER_CHARACTERISTICS_IEC61966, "IEC 61966-2-4", avifToLinearIEC61966, avifToGammaIEC61966 },
{ AVIF_TRANSFER_CHARACTERISTICS_BT1361, "BT.1361", avifToLinearBT1361, avifToGammaBT1361 },
{ AVIF_TRANSFER_CHARACTERISTICS_SRGB, "sRGB", avifToLinearSRGB, avifToGammaSRGB },
{ AVIF_TRANSFER_CHARACTERISTICS_BT2020_10BIT, "10bit BT.2020", avifToLinear709, avifToGamma709 },
{ AVIF_TRANSFER_CHARACTERISTICS_BT2020_12BIT, "12bit BT.2020", avifToLinear709, avifToGamma709 },
{ AVIF_TRANSFER_CHARACTERISTICS_SMPTE2084, "SMPTE ST 2084 (PQ)", avifToLinearPQ, avifToGammaPQ },
{ AVIF_TRANSFER_CHARACTERISTICS_SMPTE428, "SMPTE ST 428-1", avifToLinearSMPTE428, avifToGammaSMPTE428 },
{ AVIF_TRANSFER_CHARACTERISTICS_HLG, "ARIB STD-B67 (HLG)", avifToLinearHLG, avifToGammaHLG }
};
static const int avifTransferCharacteristicsTableSize =
sizeof(transferCharacteristicsTables) / sizeof(transferCharacteristicsTables[0]);
avifTransferFunction avifTransferCharacteristicsGetGammaToLinearFunction(avifTransferCharacteristics atc)
{
for (int i = 0; i < avifTransferCharacteristicsTableSize; ++i) {
const struct avifTransferCharacteristicsTable * const table = &transferCharacteristicsTables[i];
if (table->transferCharacteristicsEnum == atc) {
return table->toLinear;
}
}
return avifToLinear709; // Provide a reasonable default.
}
avifTransferFunction avifTransferCharacteristicsGetLinearToGammaFunction(avifTransferCharacteristics atc)
{
for (int i = 0; i < avifTransferCharacteristicsTableSize; ++i) {
const struct avifTransferCharacteristicsTable * const table = &transferCharacteristicsTables[i];
if (table->transferCharacteristicsEnum == atc) {
return table->toGamma;
}
}
return avifToGamma709; // Provide a reasonable default.
}
void avifColorPrimariesComputeYCoeffs(avifColorPrimaries colorPrimaries, float coeffs[3])
{
float primaries[8];
avifColorPrimariesGetValues(colorPrimaries, primaries);
float const rX = primaries[0];
float const rY = primaries[1];
float const gX = primaries[2];
float const gY = primaries[3];
float const bX = primaries[4];
float const bY = primaries[5];
float const wX = primaries[6];
float const wY = primaries[7];
float const rZ = 1.0f - (rX + rY); // (Eq. 34)
float const gZ = 1.0f - (gX + gY); // (Eq. 35)
float const bZ = 1.0f - (bX + bY); // (Eq. 36)
float const wZ = 1.0f - (wX + wY); // (Eq. 37)
float const kr = (rY * (wX * (gY * bZ - bY * gZ) + wY * (bX * gZ - gX * bZ) + wZ * (gX * bY - bX * gY))) /
(wY * (rX * (gY * bZ - bY * gZ) + gX * (bY * rZ - rY * bZ) + bX * (rY * gZ - gY * rZ)));
// (Eq. 32)
float const kb = (bY * (wX * (rY * gZ - gY * rZ) + wY * (gX * rZ - rX * gZ) + wZ * (rX * gY - gX * rY))) /
(wY * (rX * (gY * bZ - bY * gZ) + gX * (bY * rZ - rY * bZ) + bX * (rY * gZ - gY * rZ)));
// (Eq. 33)
coeffs[0] = kr;
coeffs[2] = kb;
coeffs[1] = 1.0f - coeffs[0] - coeffs[2];
}