libs/jpegrecoverymap/recoverymapmath.cpp - android_frameworks_native - Gitiles

 /*
  * Copyright 2022 The Android Open Source Project
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
  *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */

 #include <cmath>

 #include <jpegrecoverymap/recoverymapmath.h>

 namespace android::recoverymap {

 ////////////////////////////////////////////////////////////////////////////////
 // sRGB transformations

 // See IEC 61966-2-1, Equation F.7.
 static const float kSrgbR = 0.2126f, kSrgbG = 0.7152f, kSrgbB = 0.0722f;

 float srgbLuminance(Color e) {
   return kSrgbR * e.r + kSrgbG * e.g + kSrgbB * e.b;
 }

 // See ECMA TR/98, Section 7.
 static const float kSrgbRCr = 1.402f, kSrgbGCb = 0.34414f, kSrgbGCr = 0.71414f, kSrgbBCb = 1.772f;

 Color srgbYuvToRgb(Color e_gamma) {
   return {{{ e_gamma.y + kSrgbRCr * e_gamma.v,
              e_gamma.y - kSrgbGCb * e_gamma.u - kSrgbGCr * e_gamma.v,
              e_gamma.y + kSrgbBCb * e_gamma.u }}};
 }

 // See ECMA TR/98, Section 7.
 static const float kSrgbYR = 0.299f, kSrgbYG = 0.587f, kSrgbYB = 0.114f;
 static const float kSrgbUR = -0.1687f, kSrgbUG = -0.3313f, kSrgbUB = 0.5f;
 static const float kSrgbVR = 0.5f, kSrgbVG = -0.4187f, kSrgbVB = -0.0813f;

 Color srgbRgbToYuv(Color e_gamma) {
   return {{{ kSrgbYR * e_gamma.r + kSrgbYG * e_gamma.g + kSrgbYB * e_gamma.b,
              kSrgbUR * e_gamma.r + kSrgbUG * e_gamma.g + kSrgbUB * e_gamma.b,
              kSrgbVR * e_gamma.r + kSrgbVG * e_gamma.g + kSrgbVB * e_gamma.b }}};
 }

 // See IEC 61966-2-1, Equations F.5 and F.6.
 float srgbInvOetf(float e_gamma) {
   if (e_gamma <= 0.04045f) {
     return e_gamma / 12.92f;
   } else {
     return pow((e_gamma + 0.055f) / 1.055f, 2.4);
   }
 }

 Color srgbInvOetf(Color e_gamma) {
   return {{{ srgbInvOetf(e_gamma.r),
              srgbInvOetf(e_gamma.g),
              srgbInvOetf(e_gamma.b) }}};
 }


 ////////////////////////////////////////////////////////////////////////////////
 // Display-P3 transformations

 // See SMPTE EG 432-1, Table 7-2.
 static const float kP3R = 0.20949f, kP3G = 0.72160f, kP3B = 0.06891f;

 float p3Luminance(Color e) {
   return kP3R * e.r + kP3G * e.g + kP3B * e.b;
 }


 ////////////////////////////////////////////////////////////////////////////////
 // BT.2100 transformations - according to ITU-R BT.2100-2

 // See ITU-R BT.2100-2, Table 5, HLG Reference OOTF
 static const float kBt2100R = 0.2627f, kBt2100G = 0.6780f, kBt2100B = 0.0593f;

 float bt2100Luminance(Color e) {
   return kBt2100R * e.r + kBt2100G * e.g + kBt2100B * e.b;
 }

 // See ITU-R BT.2100-2, Table 6, Derivation of colour difference signals.
 static const float kBt2100Cb = 1.8814f, kBt2100Cr = 1.4746f;

 Color bt2100RgbToYuv(Color e_gamma) {
   float y_gamma = bt2100Luminance(e_gamma);
   return {{{ y_gamma,
              (e_gamma.b - y_gamma) / kBt2100Cb,
              (e_gamma.r - y_gamma) / kBt2100Cr }}};
 }

 // Derived by inversing bt2100RgbToYuv. The derivation for R and B are  pretty
 // straight forward; we just invert the formulas for U and V above. But deriving
 // the formula for G is a bit more complicated:
 //
 // Start with equation for luminance:
 //   Y = kBt2100R * R + kBt2100G * G + kBt2100B * B
 // Solve for G:
 //   G = (Y - kBt2100R * R - kBt2100B * B) / kBt2100B
 // Substitute equations for R and B in terms YUV:
 //   G = (Y - kBt2100R * (Y + kBt2100Cr * V) - kBt2100B * (Y + kBt2100Cb * U)) / kBt2100B
 // Simplify:
 //   G = Y * ((1 - kBt2100R - kBt2100B) / kBt2100G)
 //     + U * (kBt2100B * kBt2100Cb / kBt2100G)
 //     + V * (kBt2100R * kBt2100Cr / kBt2100G)
 //
 // We then get the following coeficients for calculating G from YUV:
 //
 // Coef for Y = (1 - kBt2100R - kBt2100B) / kBt2100G = 1
 // Coef for U = kBt2100B * kBt2100Cb / kBt2100G = kBt2100GCb = ~0.1645
 // Coef for V = kBt2100R * kBt2100Cr / kBt2100G = kBt2100GCr = ~0.5713

 static const float kBt2100GCb = kBt2100B * kBt2100Cb / kBt2100G;
 static const float kBt2100GCr = kBt2100R * kBt2100Cr / kBt2100G;

 Color bt2100YuvToRgb(Color e_gamma) {
   return {{{ e_gamma.y + kBt2100Cr * e_gamma.v,
              e_gamma.y - kBt2100GCb * e_gamma.u - kBt2100GCr * e_gamma.v,
              e_gamma.y + kBt2100Cb * e_gamma.u }}};
 }

 // See ITU-R BT.2100-2, Table 5, HLG Reference OETF.
 static const float kHlgA = 0.17883277f, kHlgB = 0.28466892f, kHlgC = 0.55991073;

 float hlgOetf(float e) {
   if (e <= 1.0f/12.0f) {
     return sqrt(3.0f * e);
   } else {
     return kHlgA * log(12.0f * e - kHlgB) + kHlgC;
   }
 }

 Color hlgOetf(Color e) {
   return {{{ hlgOetf(e.r), hlgOetf(e.g), hlgOetf(e.b) }}};
 }

 // See ITU-R BT.2100-2, Table 5, HLG Reference EOTF.
 float hlgInvOetf(float e_gamma) {
   if (e_gamma <= 0.5f) {
     return pow(e_gamma, 2.0f) / 3.0f;
   } else {
     return (exp((e_gamma - kHlgC) / kHlgA) + kHlgB) / 12.0f;
   }
 }

 Color hlgInvOetf(Color e_gamma) {
   return {{{ hlgInvOetf(e_gamma.r),
              hlgInvOetf(e_gamma.g),
              hlgInvOetf(e_gamma.b) }}};
 }

 // See ITU-R BT.2100-2, Table 4, Reference PQ OETF.
 static const float kPqM1 = 2610.0f / 16384.0f, kPqM2 = 2523.0f / 4096.0f * 128.0f;
 static const float kPqC1 = 3424.0f / 4096.0f, kPqC2 = 2413.0f / 4096.0f * 32.0f,
                    kPqC3 = 2392.0f / 4096.0f * 32.0f;

 float pqOetf(float e) {
   if (e <= 0.0f) return 0.0f;
   return pow((kPqC1 + kPqC2 * pow(e, kPqM1)) / (1 + kPqC3 * pow(e, kPqM1)),
              kPqM2);
 }

 Color pqOetf(Color e) {
   return {{{ pqOetf(e.r), pqOetf(e.g), pqOetf(e.b) }}};
 }

 // Derived from the inverse of the Reference PQ OETF.
 static const float kPqInvA = 128.0f, kPqInvB = 107.0f, kPqInvC = 2413.0f, kPqInvD = 2392.0f,
                    kPqInvE = 6.2773946361f, kPqInvF = 0.0126833f;

 float pqInvOetf(float e_gamma) {
   // This equation blows up if e_gamma is 0.0, and checking on <= 0.0 doesn't
   // always catch 0.0. So, check on 0.0001, since anything this small will
   // effectively be crushed to zero anyways.
   if (e_gamma <= 0.0001f) return 0.0f;
   return pow((kPqInvA * pow(e_gamma, kPqInvF) - kPqInvB)
            / (kPqInvC - kPqInvD * pow(e_gamma, kPqInvF)),
              kPqInvE);
 }

 Color pqInvOetf(Color e_gamma) {
   return {{{ pqInvOetf(e_gamma.r),
              pqInvOetf(e_gamma.g),
              pqInvOetf(e_gamma.b) }}};
 }


 ////////////////////////////////////////////////////////////////////////////////
 // Color conversions

 Color bt709ToP3(Color e) {
  return {{{ 0.82254f * e.r + 0.17755f * e.g + 0.00006f * e.b,
             0.03312f * e.r + 0.96684f * e.g + -0.00001f * e.b,
             0.01706f * e.r + 0.07240f * e.g + 0.91049f * e.b }}};
 }

 Color bt709ToBt2100(Color e) {
  return {{{ 0.62740f * e.r + 0.32930f * e.g + 0.04332f * e.b,
             0.06904f * e.r + 0.91958f * e.g + 0.01138f * e.b,
             0.01636f * e.r + 0.08799f * e.g + 0.89555f * e.b }}};
 }

 Color p3ToBt709(Color e) {
  return {{{ 1.22482f * e.r + -0.22490f * e.g + -0.00007f * e.b,
             -0.04196f * e.r + 1.04199f * e.g + 0.00001f * e.b,
             -0.01961f * e.r + -0.07865f * e.g + 1.09831f * e.b }}};
 }

 Color p3ToBt2100(Color e) {
  return {{{ 0.75378f * e.r + 0.19862f * e.g + 0.04754f * e.b,
             0.04576f * e.r + 0.94177f * e.g + 0.01250f * e.b,
             -0.00121f * e.r + 0.01757f * e.g + 0.98359f * e.b }}};
 }

 Color bt2100ToBt709(Color e) {
  return {{{ 1.66045f * e.r + -0.58764f * e.g + -0.07286f * e.b,
             -0.12445f * e.r + 1.13282f * e.g + -0.00837f * e.b,
             -0.01811f * e.r + -0.10057f * e.g + 1.11878f * e.b }}};
 }

 Color bt2100ToP3(Color e) {
  return {{{ 1.34369f * e.r + -0.28223f * e.g + -0.06135f * e.b,
             -0.06533f * e.r + 1.07580f * e.g + -0.01051f * e.b,
             0.00283f * e.r + -0.01957f * e.g + 1.01679f * e.b
  }}};
 }

 // TODO: confirm we always want to convert like this before calculating
 // luminance.
 ColorTransformFn getHdrConversionFn(jpegr_color_gamut sdr_gamut, jpegr_color_gamut hdr_gamut) {
   switch (sdr_gamut) {
     case JPEGR_COLORGAMUT_BT709:
       switch (hdr_gamut) {
         case JPEGR_COLORGAMUT_BT709:
           return identityConversion;
         case JPEGR_COLORGAMUT_P3:
           return p3ToBt709;
         case JPEGR_COLORGAMUT_BT2100:
           return bt2100ToBt709;
         case JPEGR_COLORGAMUT_UNSPECIFIED:
           return nullptr;
       }
       break;
     case JPEGR_COLORGAMUT_P3:
       switch (hdr_gamut) {
         case JPEGR_COLORGAMUT_BT709:
           return bt709ToP3;
         case JPEGR_COLORGAMUT_P3:
           return identityConversion;
         case JPEGR_COLORGAMUT_BT2100:
           return bt2100ToP3;
         case JPEGR_COLORGAMUT_UNSPECIFIED:
           return nullptr;
       }
       break;
     case JPEGR_COLORGAMUT_BT2100:
       switch (hdr_gamut) {
         case JPEGR_COLORGAMUT_BT709:
           return bt709ToBt2100;
         case JPEGR_COLORGAMUT_P3:
           return p3ToBt2100;
         case JPEGR_COLORGAMUT_BT2100:
           return identityConversion;
         case JPEGR_COLORGAMUT_UNSPECIFIED:
           return nullptr;
       }
       break;
     case JPEGR_COLORGAMUT_UNSPECIFIED:
       return nullptr;
   }
 }


 ////////////////////////////////////////////////////////////////////////////////
 // Recovery map calculations

 uint8_t encodeRecovery(float y_sdr, float y_hdr, float hdr_ratio) {
   float gain = 1.0f;
   if (y_sdr > 0.0f) {
     gain = y_hdr / y_sdr;
   }

   if (gain < (1.0f / hdr_ratio)) gain = 1.0f / hdr_ratio;
   if (gain > hdr_ratio) gain = hdr_ratio;

   return static_cast<uint8_t>(log2(gain) / log2(hdr_ratio) * 127.5f  + 127.5f);
 }

 static float applyRecovery(float e, float recovery, float hdr_ratio) {
   if (e <= 0.0f) return 0.0f;
   return exp2(log2(e) + recovery * log2(hdr_ratio));
 }

 Color applyRecovery(Color e, float recovery, float hdr_ratio) {
   return {{{ applyRecovery(e.r, recovery, hdr_ratio),
              applyRecovery(e.g, recovery, hdr_ratio),
              applyRecovery(e.b, recovery, hdr_ratio) }}};
 }

 Color getYuv420Pixel(jr_uncompressed_ptr image, size_t x, size_t y) {
   size_t pixel_count = image->width * image->height;

   size_t pixel_y_idx = x + y * image->width;
   size_t pixel_uv_idx = x / 2 + (y / 2) * (image->width / 2);

   uint8_t y_uint = reinterpret_cast<uint8_t*>(image->data)[pixel_y_idx];
   uint8_t u_uint = reinterpret_cast<uint8_t*>(image->data)[pixel_count + pixel_uv_idx];
   uint8_t v_uint = reinterpret_cast<uint8_t*>(image->data)[pixel_count * 5 / 4 + pixel_uv_idx];

   // 128 bias for UV given we are using jpeglib; see:
   // https://github.com/kornelski/libjpeg/blob/master/structure.doc
   return {{{ static_cast<float>(y_uint) / 255.0f,
              (static_cast<float>(u_uint) - 128.0f) / 255.0f,
              (static_cast<float>(v_uint) - 128.0f) / 255.0f }}};
 }

 Color getP010Pixel(jr_uncompressed_ptr image, size_t x, size_t y) {
   size_t pixel_count = image->width * image->height;

   size_t pixel_y_idx = x + y * image->width;
   size_t pixel_uv_idx = x / 2 + (y / 2) * (image->width / 2);

   uint16_t y_uint = reinterpret_cast<uint16_t*>(image->data)[pixel_y_idx]
                   >> 6;
   uint16_t u_uint = reinterpret_cast<uint16_t*>(image->data)[pixel_count + pixel_uv_idx * 2]
                   >> 6;
   uint16_t v_uint = reinterpret_cast<uint16_t*>(image->data)[pixel_count + pixel_uv_idx * 2 + 1]
                   >> 6;

   // Conversions include taking narrow-range into account.
   return {{{ (static_cast<float>(y_uint) - 64.0f) / 876.0f,
              (static_cast<float>(u_uint) - 64.0f) / 896.0f - 0.5f,
              (static_cast<float>(v_uint) - 64.0f) / 896.0f - 0.5f }}};
 }

 typedef Color (*getPixelFn)(jr_uncompressed_ptr, size_t, size_t);

 static Color samplePixels(jr_uncompressed_ptr image, size_t map_scale_factor, size_t x, size_t y,
                           getPixelFn get_pixel_fn) {
   Color e = {{{ 0.0f, 0.0f, 0.0f }}};
   for (size_t dy = 0; dy < map_scale_factor; ++dy) {
     for (size_t dx = 0; dx < map_scale_factor; ++dx) {
       e += get_pixel_fn(image, x * map_scale_factor + dx, y * map_scale_factor + dy);
     }
   }

   return e / static_cast<float>(map_scale_factor * map_scale_factor);
 }

 Color sampleYuv420(jr_uncompressed_ptr image, size_t map_scale_factor, size_t x, size_t y) {
   return samplePixels(image, map_scale_factor, x, y, getYuv420Pixel);
 }

 Color sampleP010(jr_uncompressed_ptr image, size_t map_scale_factor, size_t x, size_t y) {
   return samplePixels(image, map_scale_factor, x, y, getP010Pixel);
 }

 // TODO: do we need something more clever for filtering either the map or images
 // to generate the map?

 static size_t clamp(const size_t& val, const size_t& low, const size_t& high) {
   return val < low ? low : (high < val ? high : val);
 }

 static float mapUintToFloat(uint8_t map_uint) {
   return (static_cast<float>(map_uint) - 127.5f) / 127.5f;
 }

 static float pythDistance(float x_diff, float y_diff) {
   return sqrt(pow(x_diff, 2.0f) + pow(y_diff, 2.0f));
 }

 float sampleMap(jr_uncompressed_ptr map, size_t map_scale_factor, size_t x, size_t y) {
   float x_map = static_cast<float>(x) / static_cast<float>(map_scale_factor);
   float y_map = static_cast<float>(y) / static_cast<float>(map_scale_factor);

   size_t x_lower = static_cast<size_t>(floor(x_map));
   size_t x_upper = x_lower + 1;
   size_t y_lower = static_cast<size_t>(floor(y_map));
   size_t y_upper = y_lower + 1;

   x_lower = clamp(x_lower, 0, map->width - 1);
   x_upper = clamp(x_upper, 0, map->width - 1);
   y_lower = clamp(y_lower, 0, map->height - 1);
   y_upper = clamp(y_upper, 0, map->height - 1);

   // Use Shepard's method for inverse distance weighting. For more information:
   // en.wikipedia.org/wiki/Inverse_distance_weighting#Shepard's_method

   float e1 = mapUintToFloat(reinterpret_cast<uint8_t*>(map->data)[x_lower + y_lower * map->width]);
   float e1_dist = pythDistance(x_map - static_cast<float>(x_lower),
                                y_map - static_cast<float>(y_lower));
   if (e1_dist == 0.0f) return e1;

   float e2 = mapUintToFloat(reinterpret_cast<uint8_t*>(map->data)[x_lower + y_upper * map->width]);
   float e2_dist = pythDistance(x_map - static_cast<float>(x_lower),
                                y_map - static_cast<float>(y_upper));
   if (e2_dist == 0.0f) return e2;

   float e3 = mapUintToFloat(reinterpret_cast<uint8_t*>(map->data)[x_upper + y_lower * map->width]);
   float e3_dist = pythDistance(x_map - static_cast<float>(x_upper),
                                y_map - static_cast<float>(y_lower));
   if (e3_dist == 0.0f) return e3;

   float e4 = mapUintToFloat(reinterpret_cast<uint8_t*>(map->data)[x_upper + y_upper * map->width]);
   float e4_dist = pythDistance(x_map - static_cast<float>(x_upper),
                                y_map - static_cast<float>(y_upper));
   if (e4_dist == 0.0f) return e2;

   float e1_weight = 1.0f / e1_dist;
   float e2_weight = 1.0f / e2_dist;
   float e3_weight = 1.0f / e3_dist;
   float e4_weight = 1.0f / e4_dist;
   float total_weight = e1_weight + e2_weight + e3_weight + e4_weight;

   return e1 * (e1_weight / total_weight)
        + e2 * (e2_weight / total_weight)
        + e3 * (e3_weight / total_weight)
        + e4 * (e4_weight / total_weight);
 }

 uint32_t colorToRgba1010102(Color e_gamma) {
   return (0x3ff & static_cast<uint32_t>(e_gamma.r * 1023.0f))
        | ((0x3ff & static_cast<uint32_t>(e_gamma.g * 1023.0f)) << 10)
        | ((0x3ff & static_cast<uint32_t>(e_gamma.b * 1023.0f)) << 20)
        | (0x3 << 30);  // Set alpha to 1.0
 }

 } // namespace android::recoverymap
	/*
	* Copyright 2022 The Android Open Source Project
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* http://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software
	* distributed under the License is distributed on an "AS IS" BASIS,
	* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
	* See the License for the specific language governing permissions and
	* limitations under the License.
	*/

	#include <cmath>

	#include <jpegrecoverymap/recoverymapmath.h>

	namespace android::recoverymap {

	////////////////////////////////////////////////////////////////////////////////
	// sRGB transformations

	// See IEC 61966-2-1, Equation F.7.
	static const float kSrgbR = 0.2126f, kSrgbG = 0.7152f, kSrgbB = 0.0722f;

	float srgbLuminance(Color e) {
	return kSrgbR * e.r + kSrgbG * e.g + kSrgbB * e.b;
	}

	// See ECMA TR/98, Section 7.
	static const float kSrgbRCr = 1.402f, kSrgbGCb = 0.34414f, kSrgbGCr = 0.71414f, kSrgbBCb = 1.772f;

	Color srgbYuvToRgb(Color e_gamma) {
	return {{{ e_gamma.y + kSrgbRCr * e_gamma.v,
	e_gamma.y - kSrgbGCb * e_gamma.u - kSrgbGCr * e_gamma.v,
	e_gamma.y + kSrgbBCb * e_gamma.u }}};
	}

	// See ECMA TR/98, Section 7.
	static const float kSrgbYR = 0.299f, kSrgbYG = 0.587f, kSrgbYB = 0.114f;
	static const float kSrgbUR = -0.1687f, kSrgbUG = -0.3313f, kSrgbUB = 0.5f;
	static const float kSrgbVR = 0.5f, kSrgbVG = -0.4187f, kSrgbVB = -0.0813f;

	Color srgbRgbToYuv(Color e_gamma) {
	return {{{ kSrgbYR * e_gamma.r + kSrgbYG * e_gamma.g + kSrgbYB * e_gamma.b,
	kSrgbUR * e_gamma.r + kSrgbUG * e_gamma.g + kSrgbUB * e_gamma.b,
	kSrgbVR * e_gamma.r + kSrgbVG * e_gamma.g + kSrgbVB * e_gamma.b }}};
	}

	// See IEC 61966-2-1, Equations F.5 and F.6.
	float srgbInvOetf(float e_gamma) {
	if (e_gamma <= 0.04045f) {
	return e_gamma / 12.92f;
	} else {
	return pow((e_gamma + 0.055f) / 1.055f, 2.4);
	}
	}

	Color srgbInvOetf(Color e_gamma) {
	return {{{ srgbInvOetf(e_gamma.r),
	srgbInvOetf(e_gamma.g),
	srgbInvOetf(e_gamma.b) }}};
	}


	////////////////////////////////////////////////////////////////////////////////
	// Display-P3 transformations

	// See SMPTE EG 432-1, Table 7-2.
	static const float kP3R = 0.20949f, kP3G = 0.72160f, kP3B = 0.06891f;

	float p3Luminance(Color e) {
	return kP3R * e.r + kP3G * e.g + kP3B * e.b;
	}


	////////////////////////////////////////////////////////////////////////////////
	// BT.2100 transformations - according to ITU-R BT.2100-2

	// See ITU-R BT.2100-2, Table 5, HLG Reference OOTF
	static const float kBt2100R = 0.2627f, kBt2100G = 0.6780f, kBt2100B = 0.0593f;

	float bt2100Luminance(Color e) {
	return kBt2100R * e.r + kBt2100G * e.g + kBt2100B * e.b;
	}

	// See ITU-R BT.2100-2, Table 6, Derivation of colour difference signals.
	static const float kBt2100Cb = 1.8814f, kBt2100Cr = 1.4746f;

	Color bt2100RgbToYuv(Color e_gamma) {
	float y_gamma = bt2100Luminance(e_gamma);
	return {{{ y_gamma,
	(e_gamma.b - y_gamma) / kBt2100Cb,
	(e_gamma.r - y_gamma) / kBt2100Cr }}};
	}

	// Derived by inversing bt2100RgbToYuv. The derivation for R and B are pretty
	// straight forward; we just invert the formulas for U and V above. But deriving
	// the formula for G is a bit more complicated:
	//
	// Start with equation for luminance:
	// Y = kBt2100R * R + kBt2100G * G + kBt2100B * B
	// Solve for G:
	// G = (Y - kBt2100R * R - kBt2100B * B) / kBt2100B
	// Substitute equations for R and B in terms YUV:
	// G = (Y - kBt2100R * (Y + kBt2100Cr * V) - kBt2100B * (Y + kBt2100Cb * U)) / kBt2100B
	// Simplify:
	// G = Y * ((1 - kBt2100R - kBt2100B) / kBt2100G)
	// + U * (kBt2100B * kBt2100Cb / kBt2100G)
	// + V * (kBt2100R * kBt2100Cr / kBt2100G)
	//
	// We then get the following coeficients for calculating G from YUV:
	//
	// Coef for Y = (1 - kBt2100R - kBt2100B) / kBt2100G = 1
	// Coef for U = kBt2100B * kBt2100Cb / kBt2100G = kBt2100GCb = ~0.1645
	// Coef for V = kBt2100R * kBt2100Cr / kBt2100G = kBt2100GCr = ~0.5713

	static const float kBt2100GCb = kBt2100B * kBt2100Cb / kBt2100G;
	static const float kBt2100GCr = kBt2100R * kBt2100Cr / kBt2100G;

	Color bt2100YuvToRgb(Color e_gamma) {
	return {{{ e_gamma.y + kBt2100Cr * e_gamma.v,
	e_gamma.y - kBt2100GCb * e_gamma.u - kBt2100GCr * e_gamma.v,
	e_gamma.y + kBt2100Cb * e_gamma.u }}};
	}

	// See ITU-R BT.2100-2, Table 5, HLG Reference OETF.
	static const float kHlgA = 0.17883277f, kHlgB = 0.28466892f, kHlgC = 0.55991073;

	float hlgOetf(float e) {
	if (e <= 1.0f/12.0f) {
	return sqrt(3.0f * e);
	} else {
	return kHlgA * log(12.0f * e - kHlgB) + kHlgC;
	}
	}

	Color hlgOetf(Color e) {
	return {{{ hlgOetf(e.r), hlgOetf(e.g), hlgOetf(e.b) }}};
	}

	// See ITU-R BT.2100-2, Table 5, HLG Reference EOTF.
	float hlgInvOetf(float e_gamma) {
	if (e_gamma <= 0.5f) {
	return pow(e_gamma, 2.0f) / 3.0f;
	} else {
	return (exp((e_gamma - kHlgC) / kHlgA) + kHlgB) / 12.0f;
	}
	}

	Color hlgInvOetf(Color e_gamma) {
	return {{{ hlgInvOetf(e_gamma.r),
	hlgInvOetf(e_gamma.g),
	hlgInvOetf(e_gamma.b) }}};
	}

	// See ITU-R BT.2100-2, Table 4, Reference PQ OETF.
	static const float kPqM1 = 2610.0f / 16384.0f, kPqM2 = 2523.0f / 4096.0f * 128.0f;
	static const float kPqC1 = 3424.0f / 4096.0f, kPqC2 = 2413.0f / 4096.0f * 32.0f,
	kPqC3 = 2392.0f / 4096.0f * 32.0f;

	float pqOetf(float e) {
	if (e <= 0.0f) return 0.0f;
	return pow((kPqC1 + kPqC2 * pow(e, kPqM1)) / (1 + kPqC3 * pow(e, kPqM1)),
	kPqM2);
	}

	Color pqOetf(Color e) {
	return {{{ pqOetf(e.r), pqOetf(e.g), pqOetf(e.b) }}};
	}

	// Derived from the inverse of the Reference PQ OETF.
	static const float kPqInvA = 128.0f, kPqInvB = 107.0f, kPqInvC = 2413.0f, kPqInvD = 2392.0f,
	kPqInvE = 6.2773946361f, kPqInvF = 0.0126833f;

	float pqInvOetf(float e_gamma) {
	// This equation blows up if e_gamma is 0.0, and checking on <= 0.0 doesn't
	// always catch 0.0. So, check on 0.0001, since anything this small will
	// effectively be crushed to zero anyways.
	if (e_gamma <= 0.0001f) return 0.0f;
	return pow((kPqInvA * pow(e_gamma, kPqInvF) - kPqInvB)
	/ (kPqInvC - kPqInvD * pow(e_gamma, kPqInvF)),
	kPqInvE);
	}

	Color pqInvOetf(Color e_gamma) {
	return {{{ pqInvOetf(e_gamma.r),
	pqInvOetf(e_gamma.g),
	pqInvOetf(e_gamma.b) }}};
	}


	////////////////////////////////////////////////////////////////////////////////
	// Color conversions

	Color bt709ToP3(Color e) {
	return {{{ 0.82254f * e.r + 0.17755f * e.g + 0.00006f * e.b,
	0.03312f * e.r + 0.96684f * e.g + -0.00001f * e.b,
	0.01706f * e.r + 0.07240f * e.g + 0.91049f * e.b }}};
	}

	Color bt709ToBt2100(Color e) {
	return {{{ 0.62740f * e.r + 0.32930f * e.g + 0.04332f * e.b,
	0.06904f * e.r + 0.91958f * e.g + 0.01138f * e.b,
	0.01636f * e.r + 0.08799f * e.g + 0.89555f * e.b }}};
	}

	Color p3ToBt709(Color e) {
	return {{{ 1.22482f * e.r + -0.22490f * e.g + -0.00007f * e.b,
	-0.04196f * e.r + 1.04199f * e.g + 0.00001f * e.b,
	-0.01961f * e.r + -0.07865f * e.g + 1.09831f * e.b }}};
	}

	Color p3ToBt2100(Color e) {
	return {{{ 0.75378f * e.r + 0.19862f * e.g + 0.04754f * e.b,
	0.04576f * e.r + 0.94177f * e.g + 0.01250f * e.b,
	-0.00121f * e.r + 0.01757f * e.g + 0.98359f * e.b }}};
	}

	Color bt2100ToBt709(Color e) {
	return {{{ 1.66045f * e.r + -0.58764f * e.g + -0.07286f * e.b,
	-0.12445f * e.r + 1.13282f * e.g + -0.00837f * e.b,
	-0.01811f * e.r + -0.10057f * e.g + 1.11878f * e.b }}};
	}

	Color bt2100ToP3(Color e) {
	return {{{ 1.34369f * e.r + -0.28223f * e.g + -0.06135f * e.b,
	-0.06533f * e.r + 1.07580f * e.g + -0.01051f * e.b,
	0.00283f * e.r + -0.01957f * e.g + 1.01679f * e.b
	}}};
	}

	// TODO: confirm we always want to convert like this before calculating
	// luminance.
	ColorTransformFn getHdrConversionFn(jpegr_color_gamut sdr_gamut, jpegr_color_gamut hdr_gamut) {
	switch (sdr_gamut) {
	case JPEGR_COLORGAMUT_BT709:
	switch (hdr_gamut) {
	case JPEGR_COLORGAMUT_BT709:
	return identityConversion;
	case JPEGR_COLORGAMUT_P3:
	return p3ToBt709;
	case JPEGR_COLORGAMUT_BT2100:
	return bt2100ToBt709;
	case JPEGR_COLORGAMUT_UNSPECIFIED:
	return nullptr;
	}
	break;
	case JPEGR_COLORGAMUT_P3:
	switch (hdr_gamut) {
	case JPEGR_COLORGAMUT_BT709:
	return bt709ToP3;
	case JPEGR_COLORGAMUT_P3:
	return identityConversion;
	case JPEGR_COLORGAMUT_BT2100:
	return bt2100ToP3;
	case JPEGR_COLORGAMUT_UNSPECIFIED:
	return nullptr;
	}
	break;
	case JPEGR_COLORGAMUT_BT2100:
	switch (hdr_gamut) {
	case JPEGR_COLORGAMUT_BT709:
	return bt709ToBt2100;
	case JPEGR_COLORGAMUT_P3:
	return p3ToBt2100;
	case JPEGR_COLORGAMUT_BT2100:
	return identityConversion;
	case JPEGR_COLORGAMUT_UNSPECIFIED:
	return nullptr;
	}
	break;
	case JPEGR_COLORGAMUT_UNSPECIFIED:
	return nullptr;
	}
	}


	////////////////////////////////////////////////////////////////////////////////
	// Recovery map calculations

	uint8_t encodeRecovery(float y_sdr, float y_hdr, float hdr_ratio) {
	float gain = 1.0f;
	if (y_sdr > 0.0f) {
	gain = y_hdr / y_sdr;
	}

	if (gain < (1.0f / hdr_ratio)) gain = 1.0f / hdr_ratio;
	if (gain > hdr_ratio) gain = hdr_ratio;

	return static_cast<uint8_t>(log2(gain) / log2(hdr_ratio) * 127.5f + 127.5f);
	}

	static float applyRecovery(float e, float recovery, float hdr_ratio) {
	if (e <= 0.0f) return 0.0f;
	return exp2(log2(e) + recovery * log2(hdr_ratio));
	}

	Color applyRecovery(Color e, float recovery, float hdr_ratio) {
	return {{{ applyRecovery(e.r, recovery, hdr_ratio),
	applyRecovery(e.g, recovery, hdr_ratio),
	applyRecovery(e.b, recovery, hdr_ratio) }}};
	}

	Color getYuv420Pixel(jr_uncompressed_ptr image, size_t x, size_t y) {
	size_t pixel_count = image->width * image->height;

	size_t pixel_y_idx = x + y * image->width;
	size_t pixel_uv_idx = x / 2 + (y / 2) * (image->width / 2);

	uint8_t y_uint = reinterpret_cast<uint8_t*>(image->data)[pixel_y_idx];
	uint8_t u_uint = reinterpret_cast<uint8_t*>(image->data)[pixel_count + pixel_uv_idx];
	uint8_t v_uint = reinterpret_cast<uint8_t>(image->data)[pixel_count 5 / 4 + pixel_uv_idx];

	// 128 bias for UV given we are using jpeglib; see:
	// https://github.com/kornelski/libjpeg/blob/master/structure.doc
	return {{{ static_cast<float>(y_uint) / 255.0f,
	(static_cast<float>(u_uint) - 128.0f) / 255.0f,
	(static_cast<float>(v_uint) - 128.0f) / 255.0f }}};
	}

	Color getP010Pixel(jr_uncompressed_ptr image, size_t x, size_t y) {
	size_t pixel_count = image->width * image->height;

	size_t pixel_y_idx = x + y * image->width;
	size_t pixel_uv_idx = x / 2 + (y / 2) * (image->width / 2);

	uint16_t y_uint = reinterpret_cast<uint16_t*>(image->data)[pixel_y_idx]
	>> 6;
	uint16_t u_uint = reinterpret_cast<uint16_t>(image->data)[pixel_count + pixel_uv_idx 2]
	>> 6;
	uint16_t v_uint = reinterpret_cast<uint16_t>(image->data)[pixel_count + pixel_uv_idx 2 + 1]
	>> 6;

	// Conversions include taking narrow-range into account.
	return {{{ (static_cast<float>(y_uint) - 64.0f) / 876.0f,
	(static_cast<float>(u_uint) - 64.0f) / 896.0f - 0.5f,
	(static_cast<float>(v_uint) - 64.0f) / 896.0f - 0.5f }}};
	}

	typedef Color (*getPixelFn)(jr_uncompressed_ptr, size_t, size_t);

	static Color samplePixels(jr_uncompressed_ptr image, size_t map_scale_factor, size_t x, size_t y,
	getPixelFn get_pixel_fn) {
	Color e = {{{ 0.0f, 0.0f, 0.0f }}};
	for (size_t dy = 0; dy < map_scale_factor; ++dy) {
	for (size_t dx = 0; dx < map_scale_factor; ++dx) {
	e += get_pixel_fn(image, x * map_scale_factor + dx, y * map_scale_factor + dy);
	}
	}

	return e / static_cast<float>(map_scale_factor * map_scale_factor);
	}

	Color sampleYuv420(jr_uncompressed_ptr image, size_t map_scale_factor, size_t x, size_t y) {
	return samplePixels(image, map_scale_factor, x, y, getYuv420Pixel);
	}

	Color sampleP010(jr_uncompressed_ptr image, size_t map_scale_factor, size_t x, size_t y) {
	return samplePixels(image, map_scale_factor, x, y, getP010Pixel);
	}

	// TODO: do we need something more clever for filtering either the map or images
	// to generate the map?

	static size_t clamp(const size_t& val, const size_t& low, const size_t& high) {
	return val < low ? low : (high < val ? high : val);
	}

	static float mapUintToFloat(uint8_t map_uint) {
	return (static_cast<float>(map_uint) - 127.5f) / 127.5f;
	}

	static float pythDistance(float x_diff, float y_diff) {
	return sqrt(pow(x_diff, 2.0f) + pow(y_diff, 2.0f));
	}

	float sampleMap(jr_uncompressed_ptr map, size_t map_scale_factor, size_t x, size_t y) {
	float x_map = static_cast<float>(x) / static_cast<float>(map_scale_factor);
	float y_map = static_cast<float>(y) / static_cast<float>(map_scale_factor);

	size_t x_lower = static_cast<size_t>(floor(x_map));
	size_t x_upper = x_lower + 1;
	size_t y_lower = static_cast<size_t>(floor(y_map));
	size_t y_upper = y_lower + 1;

	x_lower = clamp(x_lower, 0, map->width - 1);
	x_upper = clamp(x_upper, 0, map->width - 1);
	y_lower = clamp(y_lower, 0, map->height - 1);
	y_upper = clamp(y_upper, 0, map->height - 1);

	// Use Shepard's method for inverse distance weighting. For more information:
	// en.wikipedia.org/wiki/Inverse_distance_weighting#Shepard's_method

	float e1 = mapUintToFloat(reinterpret_cast<uint8_t>(map->data)[x_lower + y_lower map->width]);
	float e1_dist = pythDistance(x_map - static_cast<float>(x_lower),
	y_map - static_cast<float>(y_lower));
	if (e1_dist == 0.0f) return e1;

	float e2 = mapUintToFloat(reinterpret_cast<uint8_t>(map->data)[x_lower + y_upper map->width]);
	float e2_dist = pythDistance(x_map - static_cast<float>(x_lower),
	y_map - static_cast<float>(y_upper));
	if (e2_dist == 0.0f) return e2;

	float e3 = mapUintToFloat(reinterpret_cast<uint8_t>(map->data)[x_upper + y_lower map->width]);
	float e3_dist = pythDistance(x_map - static_cast<float>(x_upper),
	y_map - static_cast<float>(y_lower));
	if (e3_dist == 0.0f) return e3;

	float e4 = mapUintToFloat(reinterpret_cast<uint8_t>(map->data)[x_upper + y_upper map->width]);
	float e4_dist = pythDistance(x_map - static_cast<float>(x_upper),
	y_map - static_cast<float>(y_upper));
	if (e4_dist == 0.0f) return e2;

	float e1_weight = 1.0f / e1_dist;
	float e2_weight = 1.0f / e2_dist;
	float e3_weight = 1.0f / e3_dist;
	float e4_weight = 1.0f / e4_dist;
	float total_weight = e1_weight + e2_weight + e3_weight + e4_weight;

	return e1 * (e1_weight / total_weight)
	+ e2 * (e2_weight / total_weight)
	+ e3 * (e3_weight / total_weight)
	+ e4 * (e4_weight / total_weight);
	}

	uint32_t colorToRgba1010102(Color e_gamma) {
	return (0x3ff & static_cast<uint32_t>(e_gamma.r * 1023.0f))
	\| ((0x3ff & static_cast<uint32_t>(e_gamma.g * 1023.0f)) << 10)
	\| ((0x3ff & static_cast<uint32_t>(e_gamma.b * 1023.0f)) << 20)
	\| (0x3 << 30); // Set alpha to 1.0
	}

	} // namespace android::recoverymap