/*
    This file is part of darktable,
    copyright (c) 2018-2020 darktable developers.

    darktable 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 3 of the License, or
    (at your option) any later version.

    darktable 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 darktable.  If not, see <http://www.gnu.org/licenses/>.
*/

#include "common.h"
#include "colorspace.h"
#include "color_conversion.h"
#include "noise_generator.h"

#define INVERSE_SQRT_3 0.5773502691896258f

// In case the OpenCL driver doesn't have a dot method
static inline float vdot(const float4 vec1, const float4 vec2)
{
    return vec1.x * vec2.x + vec1.y * vec2.y + vec1.z * vec2.z;
}

typedef enum dt_iop_filmicrgb_methods_type_t
{
  DT_FILMIC_METHOD_NONE = 0,
  DT_FILMIC_METHOD_MAX_RGB = 1,
  DT_FILMIC_METHOD_LUMINANCE = 2,
  DT_FILMIC_METHOD_POWER_NORM = 3,
  DT_FILMIC_METHOD_EUCLIDEAN_NORM_V2 = 5,
  DT_FILMIC_METHOD_EUCLIDEAN_NORM_V1 = 4,
} dt_iop_filmicrgb_methods_type_t;

typedef enum dt_iop_filmicrgb_colorscience_type_t
{
  DT_FILMIC_COLORSCIENCE_V1 = 0,
  DT_FILMIC_COLORSCIENCE_V2 = 1,
  DT_FILMIC_COLORSCIENCE_V3 = 2,
  DT_FILMIC_COLORSCIENCE_V4 = 3,
  DT_FILMIC_COLORSCIENCE_V5 = 4,
} dt_iop_filmicrgb_colorscience_type_t;

typedef enum dt_iop_filmicrgb_reconstruction_type_t
{
  DT_FILMIC_RECONSTRUCT_RGB = 0,
  DT_FILMIC_RECONSTRUCT_RATIOS = 1,
} dt_iop_filmicrgb_reconstruction_type_t;

typedef enum dt_iop_filmicrgb_curve_type_t
{
  DT_FILMIC_CURVE_POLY_4 = 0, // $DESCRIPTION: "hard"
  DT_FILMIC_CURVE_POLY_3 = 1,  // $DESCRIPTION: "soft"
  DT_FILMIC_CURVE_RATIONAL = 2, // $DESCRIPTION: "safe"
} dt_iop_filmicrgb_curve_type_t;

kernel void
filmic (read_only image2d_t in, write_only image2d_t out, int width, int height,
        const float dynamic_range, const float shadows_range, const float grey,
        read_only image2d_t table, read_only image2d_t diff,
        const float contrast, const float power, const int preserve_color,
        const float saturation)
{
  const unsigned int x = get_global_id(0);
  const unsigned int y = get_global_id(1);

  if(x >= width || y >= height) return;

  float4 i = read_imagef(in, sampleri, (int2)(x, y));
  const float4 xyz = Lab_to_XYZ(i);
  float4 o = XYZ_to_prophotorgb(xyz);

  const float noise = pow(2.0f, -16.0f);
  const float4 noise4 = noise;
  const float4 dynamic4 = dynamic_range;
  const float4 shadows4 = shadows_range;
  float derivative, luma;

  // Global desaturation
  if (saturation != 1.0f)
  {
    const float4 lum = xyz.y;
    o = lum + (float4)saturation * (o - lum);
  }

  if (preserve_color)
  {

    // Save the ratios
    float maxRGB = max(max(o.x, o.y), o.z);
    const float4 ratios = o / (float4)maxRGB;

    // Log profile
    maxRGB = maxRGB / grey;
    maxRGB = (maxRGB < noise) ? noise : maxRGB;
    maxRGB = (native_log2(maxRGB) - shadows_range) / dynamic_range;
    maxRGB = clamp(maxRGB, 0.0f, 1.0f);

    const float index = maxRGB;

    // Curve S LUT
    maxRGB = lookup(table, (const float)maxRGB);

    // Re-apply the ratios
    o = (float4)maxRGB * ratios;

    // Derivative
    derivative = lookup(diff, (const float)index);
    luma = maxRGB;
  }
  else
  {
    // Log profile
    o = o / grey;
    o = (o < noise) ? noise : o;
    o = (native_log2(o) - shadows4) / dynamic4;
    o = clamp(o, (float4)0.0f, (float4)1.0f);

    const float index = prophotorgb_to_XYZ(o).y;

    // Curve S LUT
    o.x = lookup(table, (const float)o.x);
    o.y = lookup(table, (const float)o.y);
    o.z = lookup(table, (const float)o.z);

    // Get the derivative
    derivative = lookup(diff, (const float)index);
    luma = prophotorgb_to_XYZ(o).y;
  }

  // Desaturate selectively
  o = (float4)luma + (float4)derivative * (o - (float4)luma);
  o = clamp(o, (float4)0.0f, (float4)1.0f);

  // Apply the transfer function of the display
  const float4 power4 = power;
  o = dtcl_pow(o, power4);

  i.xyz = prophotorgb_to_Lab(o).xyz;

  write_imagef(out, (int2)(x, y), i);
}


/* Norms */
static inline float pixel_rgb_norm_power(const float4 pixel)
{
  // weird norm sort of perceptual. This is black magic really, but it looks good.
  const float4 RGB = fabs(pixel);
  const float4 RGB_square = RGB * RGB;
  const float4 RGB_cubic = RGB_square * RGB;
  return (RGB_cubic.x + RGB_cubic.y + RGB_cubic.z) / fmax(RGB_square.x + RGB_square.y + RGB_square.z, 1e-12f);
}

static inline float pixel_rgb_norm_euclidean(const float4 pixel)
{
  const float4 RGB = pixel;
  const float4 RGB_square = RGB * RGB;
  return dtcl_sqrt(RGB_square.x + RGB_square.y + RGB_square.z);
}

static inline float get_pixel_norm(const float4 pixel, const dt_iop_filmicrgb_methods_type_t variant,
                                   constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                                   read_only image2d_t lut, const int use_work_profile)
{
  switch(variant)
  {
    case DT_FILMIC_METHOD_MAX_RGB:
      return fmax(fmax(pixel.x, pixel.y), pixel.z);

    case DT_FILMIC_METHOD_LUMINANCE:
      return (use_work_profile) ? get_rgb_matrix_luminance(pixel, profile_info, profile_info->matrix_in, lut)
                                : dt_camera_rgb_luminance(pixel);

    case DT_FILMIC_METHOD_POWER_NORM:
      return pixel_rgb_norm_power(pixel);

    case DT_FILMIC_METHOD_EUCLIDEAN_NORM_V1:
      return pixel_rgb_norm_euclidean(pixel);

    case DT_FILMIC_METHOD_EUCLIDEAN_NORM_V2:
      return pixel_rgb_norm_euclidean(pixel) * INVERSE_SQRT_3;

    case DT_FILMIC_METHOD_NONE:
    default:
      return (use_work_profile) ? get_rgb_matrix_luminance(pixel, profile_info, profile_info->matrix_in, lut)
                                : dt_camera_rgb_luminance(pixel);
  }
}

/* Saturation */

static inline float filmic_desaturate_v1(const float x, const float sigma_toe, const float sigma_shoulder, const float saturation)
{
  const float radius_toe = x;
  const float radius_shoulder = 1.0f - x;

  const float key_toe = native_exp(-0.5f * radius_toe * radius_toe / sigma_toe);
  const float key_shoulder = native_exp(-0.5f * radius_shoulder * radius_shoulder / sigma_shoulder);

  return 1.0f - clamp((key_toe + key_shoulder) / saturation, 0.0f, 1.0f);
}


static inline float filmic_desaturate_v2(const float x, const float sigma_toe, const float sigma_shoulder, const float saturation)
{
  const float radius_toe = x;
  const float radius_shoulder = 1.0f - x;
  const float sat2 = 0.5f / dtcl_sqrt(saturation);
  const float key_toe = native_exp(-radius_toe * radius_toe / sigma_toe * sat2);
  const float key_shoulder = native_exp(-radius_shoulder * radius_shoulder / sigma_shoulder * sat2);

  return (saturation - (key_toe + key_shoulder) * (saturation));
}


static inline float4 linear_saturation(const float4 x, const float luminance, const float saturation)
{
  return (float4)luminance + (float4)saturation * (x - (float4)luminance);
}


static inline float filmic_spline(const float x,
                                  const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                                  const float latitude_min, const float latitude_max,
                                  const dt_iop_filmicrgb_curve_type_t type[2])
{
  // if type polynomial :
  // y = M5 * x⁴ + M4 * x³ + M3 * x² + M2 * x¹ + M1 * x⁰
  // but we rewrite it using Horner factorisation, to spare ops and enable FMA in available
  // else if type rational :
  // y = M1 * (M2 * (x - x_0)² + (x - x_0)) / (M2 * (x - x_0)² + (x - x_0) + M3)

  float result;

  if(x < latitude_min)
  {
    // toe
    if(type[0] == DT_FILMIC_CURVE_POLY_4)
    {
      // polynomial toe, 4th order
      result = M1.x + x * (M2.x + x * (M3.x + x * (M4.x + x * M5.x)));
    }
    else if(type[0] == DT_FILMIC_CURVE_POLY_3)
    {
      // polynomial toe, 3rd order
      result = M1.x + x * (M2.x + x * (M3.x + x * M4.x));
    }
    else
    {
      // rational toe
      const float xi = latitude_min - x;
      const float rat = xi * (xi * M2.x + 1.f);
      result = M4.x - M1.x * rat / (rat + M3.x);
    }
  }
  else if(x > latitude_max)
  {
    // shoulder
    if(type[1] == DT_FILMIC_CURVE_POLY_4)
    {
      // polynomial shoulder, 4th order
      result = M1.y + x * (M2.y + x * (M3.y + x * (M4.y + x * M5.y)));
    }
    else if(type[1] == DT_FILMIC_CURVE_POLY_3)
    {
      // polynomial shoulder, 3rd order
      result = M1.y + x * (M2.y + x * (M3.y + x * M4.y));
    }
    else
    {
      // rational toe
      const float xi = x - latitude_max;
      const float rat = xi * (xi * M2.y + 1.f);
      result = M4.y + M1.y * rat / (rat + M3.y);
    }
  }
  else
  {
    // latitude
    result = M1.z + x * M2.z;
  }

  return result;
}

static inline float log_tonemapping_v1(const float x,
                                       const float grey, const float black,
                                       const float dynamic_range)
{
  const float temp = (native_log2(x / grey) - black) / dynamic_range;
  return clamp(temp, NORM_MIN, 1.f);
}

static inline float log_tonemapping_v2(const float x,
                                       const float grey, const float black,
                                       const float dynamic_range)
{
  return clamp((native_log2(x / grey) - black) / dynamic_range, 0.f, 1.f);
}


static inline float4 pipe_RGB_to_Ych(float4 in, constant const float *const matrix)
{
  // go from pipeline RGB to CIE 2006 LMS D65
  const float4 LMS = matrix_product_float4(in, matrix);

  // go from CIE LMS 2006 to Kirk/Filmlight Yrg
  const float4 Yrg = LMS_to_Yrg(LMS);

  // rewrite in polar coordinates
  return Yrg_to_Ych(Yrg);
}


static inline float4 Ych_to_pipe_RGB(float4 in, constant const float *const matrix)
{
  // rewrite in cartesian coordinates
  const float4 Yrg = Ych_to_Yrg(in);

  // go from Kirk/Filmlight Yrg to CIE LMS 2006
  const float4 LMS = Yrg_to_LMS(Yrg);

  // go from CIE LMS 2006 to pipeline RGB
  return matrix_product_float4(LMS, matrix);
}


static inline float4 filmic_desaturate_v4(const float4 Ych_original, float4 Ych_final, const float saturation)
{
  // Note : Ych is normalized through the LMS conversion,
  // meaning c is actually a saturation (saturation ~= chroma / brightness).
  // So copy-pasting c and h from a different Y is equivalent to
  // tonemapping with a norm, which is equivalent to doing exposure compensation :
  // it's saturation-invariant, aka chroma will get increased
  // if Y is increased, and the other way around.
  const float chroma_original = Ych_original.y * Ych_original.x;  // c2
  float chroma_final = Ych_final.y * Ych_final.x;                 // c1

  // fit a linear model `chroma = f(y)`:
  // `chroma = c1 + (yc - y1) * (c2 - c1) / (y2 - y1)`
  // where `(yc - y1)` is user-defined as `saturation * (y2 - y1)`
  // so `chroma = c1 + saturation * (c2 - c1)`
  // when saturation = 0, we stay at the saturation-invariant final chroma
  // when saturation > 0, we go back towards the initial chroma before tone-mapping
  // when saturation < 0, we amplify the initial -> final chroma change
  const float delta_chroma = saturation * (chroma_original - chroma_final);

  const int filmic_brightens = (Ych_final.x > Ych_original.x);
  const int filmic_resat = (chroma_original < chroma_final);
  const int filmic_desat = (chroma_original > chroma_final);
  const int user_resat = (saturation > 0.f);
  const int user_desat = (saturation < 0.f);

  chroma_final = (filmic_brightens && filmic_resat)
                      ? (chroma_original + chroma_final) / 2.f // force original lower sat if brightening
                  : ((user_resat && filmic_desat) || user_desat)
                      ? chroma_final + delta_chroma // allow resaturation only if filmic desaturated, allow desat anytime
                      : chroma_final;

  Ych_final.y = fmax(chroma_final / Ych_final.x, 0.f);
  return Ych_final;
}


// Pipeline and ICC luminance is CIE Y 1931
// Kirk Ych/Yrg uses CIE Y 2006
// 1 CIE Y 1931 = 1.05785528 CIE Y 2006, so we need to adjust that.
// This also accounts for the CAT16 D50->D65 adaptation that has to be done
// to go from RGB to CIE LMS 2006.
// Warning: only applies to achromatic pixels.
#define CIE_Y_1931_to_CIE_Y_2006(x) (1.05785528f * (x))


static inline float clip_chroma_white_raw(constant const float *const coeffs, const float target_white, const float Y,
                                          const float cos_h, const float sin_h)
{
  const float denominator_Y_coeff = coeffs[0] * (0.979381443298969f * cos_h + 0.391752577319588f * sin_h)
                                    + coeffs[1] * (0.0206185567010309f * cos_h + 0.608247422680412f * sin_h)
                                    - coeffs[2] * (cos_h + sin_h);
  const float denominator_target_term = target_white * (0.68285981628866f * cos_h + 0.482137060515464f * sin_h);

  // this channel won't limit the chroma
  if(denominator_Y_coeff == 0.f) return FLT_MAX;

  // The equation for max chroma has an asymptote at this point (zero of denominator).
  // Any Y below that value won't give us sensible results for the upper bound
  // and we should consider the lower bound instead.
  const float Y_asymptote = denominator_target_term / denominator_Y_coeff;
  if(Y <= Y_asymptote) return FLT_MAX;

  // Get chroma that brings one component of target RGB to the given target_rgb value.
  // coeffs are the transformation coeffs to get one components (R, G or B) from input LMS.
  // i.e. it is a row of the LMS -> RGB transformation matrix.
  // See tools/derive_filmic_v6_gamut_mapping.py for derivation of these equations.
  const float denominator = Y * denominator_Y_coeff - denominator_target_term;
  const float numerator = -0.427506877216495f
                          * (Y * (coeffs[0] + 0.856492345150334f * coeffs[1] + 0.554995960637719f * coeffs[2])
                             - 0.988237752433297f * target_white);

  return numerator / denominator;
}


static inline float clip_chroma_white(constant const float *const coeffs, const float target_white, const float Y,
                                      const float cos_h, const float sin_h)
{
  // Due to slight numerical inaccuracies in color matrices,
  // the chroma clipping curves for each RGB channel may be
  // slightly at the max luminance. Thus we linearly interpolate
  // each clipping line to zero chroma near max luminance.
  const float eps = 1e-3f;
  const float max_Y = CIE_Y_1931_to_CIE_Y_2006(target_white);
  const float delta_Y = fmax(max_Y - Y, 0.f);
  float max_chroma;
  if(delta_Y < eps)
  {
    max_chroma = delta_Y / (eps * max_Y) * clip_chroma_white_raw(coeffs, target_white, (1.f - eps) * max_Y, cos_h, sin_h);
  }
  else
  {
    max_chroma = clip_chroma_white_raw(coeffs, target_white, Y, cos_h, sin_h);
  }
  return max_chroma >= 0.f ? max_chroma : FLT_MAX;
}


static inline float clip_chroma_black(constant const float *const coeffs, const float cos_h, const float sin_h)
{
  // N.B. this is the same as clip_chroma_white_raw() but with target value = 0.
  // This allows eliminating some computation.

  // Get chroma that brings one component of target RGB to zero.
  // coeffs are the transformation coeffs to get one components (R, G or B) from input LMS.
  // i.e. it is a row of the LMS -> RGB transformation matrix.
  // See tools/derive_filmic_v6_gamut_mapping.py for derivation of these equations.
  const float denominator = coeffs[0] * (0.979381443298969f * cos_h + 0.391752577319588f * sin_h)
                            + coeffs[1] * (0.0206185567010309f * cos_h + 0.608247422680412f * sin_h)
                            - coeffs[2] * (cos_h + sin_h);

  // this channel won't limit the chroma
  if(denominator == 0.f) return FLT_MAX;

  const float numerator = -0.427506877216495f * (coeffs[0] + 0.856492345150334f * coeffs[1] + 0.554995960637719f * coeffs[2]);
  const float max_chroma = numerator / denominator;
  return max_chroma >= 0.f ? max_chroma : FLT_MAX;
}


static inline float clip_chroma(constant const float *const matrix_out, const float target_white, const float Y,
                                const float cos_h, const float sin_h, const float chroma)
{
  // Note: ideally we should figure out in advance which channel is going to clip first
  // (either go negative or over maximum allowed value) and calculate chroma clipping
  // curves only for those channels. That would avoid some ambiguities
  // (what do negative chroma values mean etc.) and reduce computation. However this
  // "brute-force" approach seems to work fine for now.

  const float chroma_R_white = clip_chroma_white(&matrix_out[0], target_white, Y, cos_h, sin_h);
  const float chroma_G_white = clip_chroma_white(&matrix_out[4], target_white, Y, cos_h, sin_h);
  const float chroma_B_white = clip_chroma_white(&matrix_out[8], target_white, Y, cos_h, sin_h);
  const float max_chroma_white = fmin(fmin(chroma_R_white, chroma_G_white), chroma_B_white);

  const float chroma_R_black = clip_chroma_black(&matrix_out[0], cos_h, sin_h);
  const float chroma_G_black = clip_chroma_black(&matrix_out[4], cos_h, sin_h);
  const float chroma_B_black = clip_chroma_black(&matrix_out[8], cos_h, sin_h);
  const float max_chroma_black = fmin(fmin(chroma_R_black, chroma_G_black), chroma_B_black);

  return fmin(fmin(chroma, max_chroma_black), max_chroma_white);
}


static inline float4 gamut_check_RGB(constant const float *const matrix_in, constant const float *const matrix_out,
                                     const float display_black, const float display_white,
                                     const float4 Ych_in)
{
  // Heuristic: if there are negatives, calculate the amount (luminance) of white light that
  // would need to be mixed in to bring the pixel back in gamut.
  float4 RGB_brightened = Ych_to_pipe_RGB(Ych_in, matrix_out);
  const float min_pix = fmin(fmin(RGB_brightened.x, RGB_brightened.y), RGB_brightened.z);
  const float black_offset = fmax(-min_pix, 0.f);
  RGB_brightened += black_offset;
  const float4 Ych_brightened = pipe_RGB_to_Ych(RGB_brightened, matrix_in);

  // Increase the input luminance a little by the value we calculated above.
  // Note, however, that this doesn't actually desaturate the color like mixing
  // white would do. We will next find the chroma change needed to bring the pixel
  // into gamut.
  const float Y = clamp((Ych_in.x + Ych_brightened.x) / 2.f, CIE_Y_1931_to_CIE_Y_2006(display_black), CIE_Y_1931_to_CIE_Y_2006(display_white));

  const float cos_h = Ych_in.z;
  const float sin_h = Ych_in.w;
  const float new_chroma = clip_chroma(matrix_out, display_white, Y, cos_h, sin_h, Ych_in.y);

  // Go to RGB, using existing luminance and hue and the new chroma
  const float4 Ych = (float4)(Y, new_chroma, cos_h, sin_h);
  const float4 RGB_out = Ych_to_pipe_RGB(Ych, matrix_out);

  // Clamp in target RGB as a final catch-all
  return clamp(RGB_out, 0.f, display_white);
}

static inline float4 gamut_mapping(float4 Ych_final, float4 Ych_original,
                                   constant const float *const input_matrix,
                                   constant const float *const output_matrix,
                                   constant const float *const export_input_matrix,
                                   constant const float *const export_output_matrix,
                                   const float display_black, const float display_white,
                                   const float saturation,
                                   const int use_output_profile)
{
  // Force final hue to original
  Ych_final.z = Ych_original.z;
  Ych_final.w = Ych_original.w;

  // Clip luminance
  Ych_final.x = clamp(Ych_final.x,
                      CIE_Y_1931_to_CIE_Y_2006(display_black),
                      CIE_Y_1931_to_CIE_Y_2006(display_white));

  // Massage chroma
  Ych_final = filmic_desaturate_v4(Ych_original, Ych_final, saturation);
  Ych_final = gamut_check_Yrg(Ych_final);

  float4 output;

  if(!use_output_profile)
  {
    // Now, it is still possible that one channel > display white or < display black because of saturation.
    // We have already clipped Y, so we know that any problem now is caused by c
    output = gamut_check_RGB(input_matrix, output_matrix, display_black, display_white, Ych_final);
  }
  else
  {
    // Now, it is still possible that one channel > display white or < display black because of saturation.
    // We have already clipped Y, so we know that any problem now is caused by c
    const float4 export_RGB = gamut_check_RGB(export_input_matrix, export_output_matrix, display_black, display_white, Ych_final);

    // Go from export RGB to CIE LMS 2006 D65
    const float4 LMS = matrix_product_float4(export_RGB, export_input_matrix);

    // Go from CIE LMS 2006 D65 to pipeline RGB D50
    output = matrix_product_float4(LMS, output_matrix);
  }

  return output;
}


static inline float4 filmic_chroma_v4(const float4 i,
                                      const float dynamic_range, const float black_exposure, const float grey_value,
                                      constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                                      read_only image2d_t lut, const int use_work_profile,
                                      const float sigma_toe, const float sigma_shoulder, const float saturation,
                                      const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                                      const float latitude_min, const float latitude_max, const float output_power,
                                      const dt_iop_filmicrgb_methods_type_t variant,
                                      const dt_iop_filmicrgb_colorscience_type_t colorscience_version,
                                      const dt_iop_filmicrgb_curve_type_t type[2],
                                      constant const float *const matrix_in, constant const float *const matrix_out,
                                      const float display_black, const float display_white,
                                      const int use_output_profile,
                                      constant const float *const export_matrix_in, constant const float *const export_matrix_out,
                                      const float norm_min, const float norm_max)

{
  // Norm must be clamped early to the valid input range, otherwise it will be clamped
  // later in log_tonemapping_v2 and the ratios will be then incorrect.
  // This would result in colorful patches darker than their surrounding in places
  // where the raw data is clipped.
  float norm = clamp(get_pixel_norm(i, variant, profile_info, lut, use_work_profile), norm_min, norm_max);

  // Save the ratios
  float4 ratios = i / (float4)norm;

  // Log tonemapping
  norm = log_tonemapping_v2(norm, grey_value, black_exposure, dynamic_range);

  // Filmic S curve on the max RGB
  // Apply the transfer function of the display
  norm = dtcl_pow(clamp(filmic_spline(norm, M1, M2, M3, M4, M5, latitude_min, latitude_max, type),
                           display_black,
                           display_white), output_power);

  // Restore RGB
  float4 o = norm * ratios;

  // Save Ych in Kirk/Filmlight Yrg
  float4 Ych_original = pipe_RGB_to_Ych(i, matrix_in);

  // Get final Ych in Kirk/Filmlight Yrg
  float4 Ych_final = pipe_RGB_to_Ych(o, matrix_in);

  return gamut_mapping(Ych_final, Ych_original, matrix_in, matrix_out,
                       export_matrix_in, export_matrix_out,
                       display_black, display_white, saturation, use_output_profile);
}

static inline float4 filmic_split_v4(const float4 i,
                                     const float dynamic_range, const float black_exposure, const float grey_value,
                                     constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                                     read_only image2d_t lut, const int use_work_profile,
                                     const float sigma_toe, const float sigma_shoulder, const float saturation,
                                     const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                                     const float latitude_min, const float latitude_max, const float output_power,
                                     const dt_iop_filmicrgb_colorscience_type_t colorscience_version,
                                     const dt_iop_filmicrgb_curve_type_t type[2],
                                     constant const float *const matrix_in, constant const float *const matrix_out,
                                     const float display_black, const float display_white,
                                     const int use_output_profile,
                                     constant const float *const export_matrix_in, constant const float *const export_matrix_out)
{
  float4 o;

  // Log tonemapping
  o.x = log_tonemapping_v2(i.x, grey_value, black_exposure, dynamic_range);
  o.y = log_tonemapping_v2(i.y, grey_value, black_exposure, dynamic_range);
  o.z = log_tonemapping_v2(i.z, grey_value, black_exposure, dynamic_range);
  o.w = 0.f;

  // Filmic S curve on individual channels
  o.x = filmic_spline(o.x, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);
  o.y = filmic_spline(o.y, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);
  o.z = filmic_spline(o.z, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);

  // Clamp to [0, display_white]: we don't want to clamp individual channels to display_black
  // as that would limit the max available saturation. Luminance is clipped to display_black later.
  // Apply output power function afterwards.
  o = dtcl_pow(clamp(o, (float4)0.f, (float4)display_white), output_power);

  // Save Ych in Kirk/Filmlight Yrg
  float4 Ych_original = pipe_RGB_to_Ych(i, matrix_in);

  // Get final Ych in Kirk/Filmlight Yrg
  float4 Ych_final = pipe_RGB_to_Ych(o, matrix_in);

  Ych_final.y = fmin(Ych_original.y, Ych_final.y);

  return gamut_mapping(Ych_final, Ych_original, matrix_in, matrix_out,
                       export_matrix_in, export_matrix_out,
                       display_black, display_white, saturation, use_output_profile);
}

static inline float4 filmic_chroma_v5(const float4 i,
                                      const float dynamic_range, const float black_exposure, const float grey_value,
                                      constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                                      read_only image2d_t lut, const int use_work_profile,
                                      const float sigma_toe, const float sigma_shoulder, const float saturation,
                                      const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                                      const float latitude_min, const float latitude_max, const float output_power,
                                      const dt_iop_filmicrgb_colorscience_type_t colorscience_version,
                                      const dt_iop_filmicrgb_curve_type_t type[2],
                                      constant const float *const matrix_in, constant const float *const matrix_out,
                                      const float display_black, const float display_white,
                                      const int use_output_profile,
                                      constant const float *const export_matrix_in, constant const float *const export_matrix_out,
                                      const float norm_min, const float norm_max)

{
  // Norm must be clamped early to the valid input range, otherwise it will be clamped
  // later in log_tonemapping_v2 and the ratios will be then incorrect.
  // This would result in colorful patches darker than their surrounding in places
  // where the raw data is clipped.
  float norm = clamp(get_pixel_norm(i, DT_FILMIC_METHOD_MAX_RGB, profile_info, lut, use_work_profile), norm_min, norm_max);

  // Save the ratios
  float4 ratios = i / (float4)norm;

  // Log tonemapping
  norm = log_tonemapping_v2(norm, grey_value, black_exposure, dynamic_range);

  // Filmic S curve on the max RGB
  // Apply the transfer function of the display
  norm = dtcl_pow(clamp(filmic_spline(norm, M1, M2, M3, M4, M5, latitude_min, latitude_max, type),
                           display_black,
                           display_white), output_power);

  // Restore RGB
  float4 max_rgb = norm * ratios;

  // Log tonemapping
  float4 naive_rgb;
  naive_rgb.x = log_tonemapping_v2(i.x, grey_value, black_exposure, dynamic_range);
  naive_rgb.y = log_tonemapping_v2(i.y, grey_value, black_exposure, dynamic_range);
  naive_rgb.z = log_tonemapping_v2(i.z, grey_value, black_exposure, dynamic_range);
  naive_rgb.w = 0.f;

  // Filmic S curve on individual channels
  naive_rgb.x = filmic_spline(naive_rgb.x, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);
  naive_rgb.y = filmic_spline(naive_rgb.y, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);
  naive_rgb.z = filmic_spline(naive_rgb.z, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);

  // Clamp to [0, display_white]: we don't want to clamp individual channels to display_black
  // as that would limit the max available saturation. Luminance is clipped to display_black later.
  // Apply output power function afterwards.
  naive_rgb = dtcl_pow(clamp(naive_rgb, (float4)0.f, (float4)display_white), output_power);

  // Mix max RGB with naive RGB
  float4 o = (0.5f - saturation) * naive_rgb + (0.5f + saturation) * max_rgb;

  // Save Ych in Kirk/Filmlight Yrg
  float4 Ych_original = pipe_RGB_to_Ych(i, matrix_in);

  // Get final Ych in Kirk/Filmlight Yrg
  float4 Ych_final = pipe_RGB_to_Ych(o, matrix_in);

  Ych_final.y = fmin(Ych_original.y, Ych_final.y);

  return gamut_mapping(Ych_final, Ych_original, matrix_in, matrix_out,
                       export_matrix_in, export_matrix_out,
                       display_black, display_white, 0.f, use_output_profile);
}

static inline float4 filmic_split_v1(const float4 i,
                                     const float dynamic_range, const float black_exposure, const float grey_value,
                                     constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                                     read_only image2d_t lut, const int use_work_profile,
                                     const float sigma_toe, const float sigma_shoulder, const float saturation,
                                     const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                                     const float latitude_min, const float latitude_max, const float output_power,
                                     const dt_iop_filmicrgb_curve_type_t type[2])
{
  float4 o;

  // Log tonemapping
  o.x = log_tonemapping_v1(fmax(i.x, NORM_MIN), grey_value, black_exposure, dynamic_range);
  o.y = log_tonemapping_v1(fmax(i.y, NORM_MIN), grey_value, black_exposure, dynamic_range);
  o.z = log_tonemapping_v1(fmax(i.z, NORM_MIN), grey_value, black_exposure, dynamic_range);

  // Selective desaturation of extreme luminances
  const float luminance = (use_work_profile) ? get_rgb_matrix_luminance(o,
                                                                        profile_info,
                                                                        profile_info->matrix_in,
                                                                        lut)
                                             : dt_camera_rgb_luminance(o);

  const float desaturation = filmic_desaturate_v1(luminance, sigma_toe, sigma_shoulder, saturation);
  o = linear_saturation(o, luminance, desaturation);

  // Filmic spline
  o.x = filmic_spline(o.x, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);
  o.y = filmic_spline(o.y, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);
  o.z = filmic_spline(o.z, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);

  // Output power
  o = dtcl_pow(clamp(o, (float4)0.0f, (float4)1.0f), output_power);

  return o;
}

static inline float4 filmic_split_v2_v3(const float4 i,
                                        const float dynamic_range, const float black_exposure, const float grey_value,
                                        constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                                        read_only image2d_t lut, const int use_work_profile,
                                        const float sigma_toe, const float sigma_shoulder, const float saturation,
                                        const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                                        const float latitude_min, const float latitude_max, const float output_power,
                                        const dt_iop_filmicrgb_curve_type_t type[2])
{
  float4 o;

  // Log tonemapping
  o.x = log_tonemapping_v2(fmax(i.x, NORM_MIN), grey_value, black_exposure, dynamic_range);
  o.y = log_tonemapping_v2(fmax(i.y, NORM_MIN), grey_value, black_exposure, dynamic_range);
  o.z = log_tonemapping_v2(fmax(i.z, NORM_MIN), grey_value, black_exposure, dynamic_range);

  // Selective desaturation of extreme luminances
  const float luminance = (use_work_profile) ? get_rgb_matrix_luminance(o,
                                                                        profile_info,
                                                                        profile_info->matrix_in,
                                                                        lut)
                                             : dt_camera_rgb_luminance(o);

  const float desaturation = filmic_desaturate_v2(luminance, sigma_toe, sigma_shoulder, saturation);
  o = linear_saturation(o, luminance, desaturation);

  // Filmic spline
  o.x = filmic_spline(o.x, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);
  o.y = filmic_spline(o.y, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);
  o.z = filmic_spline(o.z, M1, M2, M3, M4, M5, latitude_min, latitude_max, type);

  // Output power
  o = dtcl_pow(clamp(o, (float4)0.0f, (float4)1.0f), output_power);

  return o;
}

kernel void
filmicrgb_split (read_only image2d_t in, write_only image2d_t out,
                 const int width, const int height,
                 const float dynamic_range, const float black_exposure, const float grey_value,
                 constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                 read_only image2d_t lut, const int use_work_profile,
                 const float sigma_toe, const float sigma_shoulder, const float saturation,
                 const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                 const float latitude_min, const float latitude_max, const float output_power,
                 const dt_iop_filmicrgb_colorscience_type_t color_science,
                 const dt_iop_filmicrgb_curve_type_t type_1, const dt_iop_filmicrgb_curve_type_t type_2,
                 constant const float *const matrix_in, constant const float *const matrix_out,
                 const float display_black, const float display_white,
                 const int use_output_profile,
                 constant const float *const export_matrix_in, constant const float *const export_matrix_out)
{
  const unsigned int x = get_global_id(0);
  const unsigned int y = get_global_id(1);

  if(x >= width || y >= height) return;

  const float4 i = read_imagef(in, sampleri, (int2)(x, y));
  float4 o;

  const dt_iop_filmicrgb_curve_type_t type[2] = { type_1, type_2 };

  switch(color_science)
  {
    case DT_FILMIC_COLORSCIENCE_V1:
    {
      o = filmic_split_v1(i, dynamic_range, black_exposure, grey_value,
                          profile_info, lut, use_work_profile,
                          sigma_toe, sigma_shoulder, saturation,
                          M1, M2, M3, M4, M5, latitude_min, latitude_max, output_power, type);
      break;
    }
    case DT_FILMIC_COLORSCIENCE_V2:
    case DT_FILMIC_COLORSCIENCE_V3:
    {
      o = filmic_split_v2_v3(i, dynamic_range, black_exposure, grey_value,
                             profile_info, lut, use_work_profile,
                             sigma_toe, sigma_shoulder, saturation,
                             M1, M2, M3, M4, M5, latitude_min, latitude_max, output_power, type);
      break;
    }
    case DT_FILMIC_COLORSCIENCE_V4:
    {
      o = filmic_split_v4(i, dynamic_range, black_exposure, grey_value,
                          profile_info, lut, use_work_profile,
                          sigma_toe, sigma_shoulder, saturation,
                          M1, M2, M3, M4, M5, latitude_min, latitude_max, output_power,
                          color_science, type, matrix_in, matrix_out, display_black, display_white,
                          use_output_profile, export_matrix_in, export_matrix_out);
      break;
    }
    case DT_FILMIC_COLORSCIENCE_V5:
    {
      // v5 is handled as a chroma variant, it should not end up here
      o = (float4){1.f, 0.f, 0.f, 1.f};
      break;
    }
  }

  // Copy alpha layer and save
  o.w = i.w;
  write_imagef(out, (int2)(x, y), o);
}


static inline float4 filmic_chroma_v1(const float4 i,
                                      const float dynamic_range, const float black_exposure, const float grey_value,
                                      constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                                      read_only image2d_t lut, const int use_work_profile,
                                      const float sigma_toe, const float sigma_shoulder, const float saturation,
                                      const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                                      const float latitude_min, const float latitude_max, const float output_power,
                                      const dt_iop_filmicrgb_methods_type_t variant,
                                      const dt_iop_filmicrgb_curve_type_t type[2])
{
  float norm = fmax(get_pixel_norm(i, variant, profile_info, lut, use_work_profile), NORM_MIN);

  // Save the ratios
  float4 o = i / (float4)norm;

  // Sanitize the ratios
  const float min_ratios = fmin(fmin(o.x, o.y), o.z);
  if(min_ratios < 0.0f) o -= (float4)min_ratios;

  // Log tonemapping
  norm = log_tonemapping_v1(norm, grey_value, black_exposure, dynamic_range);

  // Selective desaturation of extreme luminances
  o *= (float4)norm;
  const float luminance = (use_work_profile) ? get_rgb_matrix_luminance(o,
                                                                        profile_info,
                                                                        profile_info->matrix_in,
                                                                        lut)
                                             : dt_camera_rgb_luminance(o);
  const float desaturation = filmic_desaturate_v1(norm, sigma_toe, sigma_shoulder, saturation);
  o = linear_saturation(o, luminance, desaturation);
  o /= (float4)norm;

  // Filmic S curve on the max RGB
  // Apply the transfer function of the display
  norm = dtcl_pow(clamp(filmic_spline(norm, M1, M2, M3, M4, M5, latitude_min, latitude_max, type), 0.0f, 1.0f), output_power);

  return o * norm;
}


static inline float4 filmic_chroma_v2_v3(const float4 i,
                                         const float dynamic_range, const float black_exposure, const float grey_value,
                                         constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                                         read_only image2d_t lut, const int use_work_profile,
                                         const float sigma_toe, const float sigma_shoulder, const float saturation,
                                         const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                                         const float latitude_min, const float latitude_max, const float output_power,
                                         const dt_iop_filmicrgb_methods_type_t variant,
                                         const dt_iop_filmicrgb_colorscience_type_t colorscience_version,
                                         const dt_iop_filmicrgb_curve_type_t type[2])
{
  float norm = fmax(get_pixel_norm(i, variant, profile_info, lut, use_work_profile), NORM_MIN);

  // Save the ratios
  float4 ratios = i / (float4)norm;

  // Sanitize the ratios
  const float min_ratios = fmin(fmin(ratios.x, ratios.y), ratios.z);
  if(min_ratios < 0.0f) ratios -= (float4)min_ratios;

  // Log tonemapping
  norm = log_tonemapping_v2(norm, grey_value, black_exposure, dynamic_range);

  // Get the desaturation value based on the log value
  const float4 desaturation = (float4)filmic_desaturate_v2(norm, sigma_toe, sigma_shoulder, saturation);

  // Filmic S curve on the max RGB
  // Apply the transfer function of the display
  norm = dtcl_pow(clamp(filmic_spline(norm, M1, M2, M3, M4, M5, latitude_min, latitude_max, type), 0.0f, 1.0f), output_power);

  // Re-apply ratios with saturation change
  ratios = fmax(ratios + ((float4)1.0f - ratios) * ((float4)1.0f - desaturation), (float4)0.f);

  if(colorscience_version == DT_FILMIC_COLORSCIENCE_V3)
    norm /= fmax(get_pixel_norm(ratios, variant, profile_info, lut, use_work_profile), NORM_MIN);

  float4 o = (float4)norm * ratios;

  // Gamut mapping
  const float max_pix = fmax(fmax(o.x, o.y), o.z);
  const int penalize = (max_pix > 1.0f);

  // Penalize the ratios by the amount of clipping
  if(penalize)
  {
    ratios = fmax(ratios + ((float4)1.0f - (float4)max_pix), (float4)0.0f);
    o = clamp((float4)norm * ratios, (float4)0.0f, (float4)1.0f);
  }

  return o;
}


kernel void
filmicrgb_chroma (read_only image2d_t in, write_only image2d_t out,
                 const int width, const int height,
                 const float dynamic_range, const float black_exposure, const float grey_value,
                 constant const dt_colorspaces_iccprofile_info_cl_t *const profile_info,
                 read_only image2d_t lut, const int use_work_profile,
                 const float sigma_toe, const float sigma_shoulder, const float saturation,
                 const float4 M1, const float4 M2, const float4 M3, const float4 M4, const float4 M5,
                 const float latitude_min, const float latitude_max, const float output_power,
                 const dt_iop_filmicrgb_methods_type_t variant,
                 const dt_iop_filmicrgb_colorscience_type_t color_science,
                 const dt_iop_filmicrgb_curve_type_t type_1, const dt_iop_filmicrgb_curve_type_t type_2,
                 constant const float *const matrix_in, constant const float *const matrix_out,
                 const float display_black, const float display_white,
                 const int use_output_profile,
                 constant const float *const export_matrix_in, constant const float *const export_matrix_out,
                 const float norm_min, const float norm_max)
{
  const unsigned int x = get_global_id(0);
  const unsigned int y = get_global_id(1);

  if(x >= width || y >= height) return;

  const float4 i = read_imagef(in, sampleri, (int2)(x, y));
  float4 o;

  const dt_iop_filmicrgb_curve_type_t type[2] = { type_1, type_2 };

  switch(color_science)
  {
    case DT_FILMIC_COLORSCIENCE_V1:
    {
      o = filmic_chroma_v1(i, dynamic_range, black_exposure, grey_value,
                           profile_info, lut, use_work_profile,
                           sigma_toe, sigma_shoulder, saturation,
                           M1, M2, M3, M4, M5, latitude_min, latitude_max, output_power, variant, type);
      break;
    }
    case DT_FILMIC_COLORSCIENCE_V2:
    case DT_FILMIC_COLORSCIENCE_V3:
    {
      o = filmic_chroma_v2_v3(i, dynamic_range, black_exposure, grey_value,
                              profile_info, lut, use_work_profile,
                              sigma_toe, sigma_shoulder, saturation,
                              M1, M2, M3, M4, M5, latitude_min, latitude_max, output_power, variant,
                              color_science, type);
      break;
    }
    case DT_FILMIC_COLORSCIENCE_V4:
    {
      o = filmic_chroma_v4(i, dynamic_range, black_exposure, grey_value,
                           profile_info, lut, use_work_profile,
                           sigma_toe, sigma_shoulder, saturation,
                           M1, M2, M3, M4, M5, latitude_min, latitude_max, output_power, variant,
                           color_science, type, matrix_in, matrix_out, display_black, display_white,
                           use_output_profile, export_matrix_in, export_matrix_out,
                           norm_min, norm_max);
      break;
    }
    case DT_FILMIC_COLORSCIENCE_V5:
    {
      o = filmic_chroma_v5(i, dynamic_range, black_exposure, grey_value,
                           profile_info, lut, use_work_profile,
                           sigma_toe, sigma_shoulder, saturation,
                           M1, M2, M3, M4, M5, latitude_min, latitude_max, output_power,
                           color_science, type, matrix_in, matrix_out, display_black, display_white,
                           use_output_profile, export_matrix_in, export_matrix_out,
                           norm_min, norm_max);
      break;
    }
  }

  o.w = i.w;
  write_imagef(out, (int2)(x, y), o);
}


kernel void
filmic_mask_clipped_pixels(read_only image2d_t in, write_only image2d_t out,
                           int width, int height,
                           const float normalize, const float feathering, global uint *is_clipped)
{
  const unsigned int x = get_global_id(0);
  const unsigned int y = get_global_id(1);

  if(x >= width || y >= height) return;

  float4 i = read_imagef(in, sampleri, (int2)(x, y));
  const float4 i2 = i * i;

  const float pix_max = fmax(dtcl_sqrt(i2.x + i2.y + i2.z), 0.f);
  const float argument = -pix_max * normalize + feathering;
  const float weight = clamp(1.0f / ( 1.0f + native_exp2(argument)), 0.f, 1.f);

  if(4.f > argument) *is_clipped = 1;

  write_imagef(out, (int2)(x, y), weight);
}

kernel void
filmic_show_mask(read_only image2d_t in, write_only image2d_t out,
                 const int width, const int height)
{
  const unsigned int x = get_global_id(0);
  const unsigned int y = get_global_id(1);

  if(x >= width || y >= height) return;

  const float i = (read_imagef(in, sampleri, (int2)(x, y))).x;
  write_imagef(out, (int2)(x, y), (float4){i, i, i, 1.0f});
}


kernel void
filmic_inpaint_noise(read_only image2d_t in, read_only image2d_t mask, write_only image2d_t out,
                     const int width, const int height, const float noise_level, const float threshold,
                     const dt_noise_distribution_t noise_distribution)
{
  const unsigned int x = get_global_id(0);
  const unsigned int y = get_global_id(1);

  if(x >= width || y >= height) return;

  // Init random number generator
  unsigned int state[4] = { splitmix32(x + 1), splitmix32((x + 1) * (y + 3)), splitmix32(1337), splitmix32(666) };
  xoshiro128plus(state);
  xoshiro128plus(state);
  xoshiro128plus(state);
  xoshiro128plus(state);

  // create noise
  const float4 i = read_imagef(in, sampleri, (int2)(x, y));
  const float4 sigma = i * noise_level / threshold;
  const float4 noise = dt_noise_generator_simd(noise_distribution, i, sigma, state);
  const float weight = (read_imagef(mask, sampleri, (int2)(x, y))).x;
  const float4 o = fmax(i * (1.0f - weight) + weight * noise, 0.f);
  write_imagef(out, (int2)(x, y), o);
}

kernel void init_reconstruct(read_only image2d_t in, read_only image2d_t mask, write_only image2d_t out,
                             const int width, const int height)
{
  // init the reconstructed buffer with non-clipped and partially clipped pixels
  // Note : it's a simple multiplied alpha blending where mask = alpha weight
  const int x = get_global_id(0);
  const int y = get_global_id(1);
  if(x >= width || y >= height) return;

  const float4 i = read_imagef(in, sampleri, (int2)(x, y));
  const float4 weight = 1.f - (read_imagef(mask, sampleri, (int2)(x, y))).x;
  float4 o = fmax(i * weight, 0.f);

  // copy masks and alpha
  o.w = i.w;
  write_imagef(out, (int2)(x, y), o);
}


static inline float fmaxabsf(const float a, const float b)
{
  // Find the max in absolute value and return it with its sign
  return (fabs(a) > fabs(b) && !isnan(a)) ? a :
                                          (isnan(b)) ? 0.f : b;
}

static inline float fminabsf(const float a, const float b)
{
  // Find the min in absolute value and return it with its sign
  return (fabs(a) < fabs(b) && !isnan(a)) ? a :
                                          (isnan(b)) ? 0.f : b;
}


kernel void wavelets_reconstruct(read_only image2d_t HF, read_only image2d_t LF, read_only image2d_t texture,
                                 read_only image2d_t mask,
                                 read_only image2d_t reconstructed_read, write_only image2d_t reconstructed_write,
                                 const int width, const int height,
                                 const float gamma, const float gamma_comp, const float beta, const float beta_comp, const float delta,
                                 const int s, const int scales, const dt_iop_filmicrgb_reconstruction_type_t variant)
{
  /*
  * we pack the ratios and RGB methods in the same kernels since they differ by 2 lines
  * and avoiding kernels proliferation is a good thing since each kernel creates overhead
  * when initialized
  */
  const int x = get_global_id(0);
  const int y = get_global_id(1);
  if(x >= width || y >= height) return;

  const float alpha = read_imagef(mask, sampleri, (int2)(x, y)).x;
  const float4 HF_c = read_imagef(HF, sampleri, (int2)(x, y));
  const float4 LF_c = read_imagef(LF, sampleri, (int2)(x, y));
  const float4 TT_c = read_imagef(texture, sampleri, (int2)(x, y));

  float4 details;
  float4 residual;

  switch(variant)
  {
    case(DT_FILMIC_RECONSTRUCT_RGB):
    {
      const float grey_texture = fmaxabsf(fmaxabsf(TT_c.x, TT_c.y), TT_c.z);
      const float grey_details = (HF_c.x + HF_c.y + HF_c.z) / 3.f;
      const float grey_HF = beta_comp * (gamma_comp * grey_details + gamma * grey_texture);
      const float grey_residual = beta_comp * (LF_c.x + LF_c.y + LF_c.z) / 3.f;

      details = (gamma_comp * HF_c + gamma * TT_c) * beta + grey_HF;
      residual = (s == scales - 1) ? grey_residual + LF_c * beta : (float4)0.f;
      break;
    }
    case(DT_FILMIC_RECONSTRUCT_RATIOS):
    {
      const float grey_texture = fmaxabsf(fmaxabsf(TT_c.x, TT_c.y), TT_c.z);
      const float grey_details = (HF_c.x + HF_c.y + HF_c.z) / 3.f;
      const float grey_HF = (gamma_comp * grey_details + gamma * grey_texture);

      details = 0.5f * ((gamma_comp * HF_c + gamma * TT_c) + grey_HF);
      residual = (s == scales - 1) ? LF_c : (float4)0.f;
      break;
    }
  }

  const float4 i = read_imagef(reconstructed_read, sampleri, (int2)(x, y));
  const float4 o = i + alpha * (delta * details + residual);
  write_imagef(reconstructed_write, (int2)(x, y), o);
}


kernel void compute_ratios(read_only image2d_t in, write_only image2d_t norms,
                           write_only image2d_t ratios,
                           const dt_iop_filmicrgb_methods_type_t variant,
                           const int width, const int height)
{
  const int x = get_global_id(0);
  const int y = get_global_id(1);
  if(x >= width || y >= height) return;

  const float4 i = read_imagef(in, sampleri, (int2)(x, y));
  const float norm = fmax(pixel_rgb_norm_euclidean(i), NORM_MIN);
  const float4 ratio = i / norm;
  write_imagef(norms, (int2)(x, y), norm);
  write_imagef(ratios, (int2)(x, y), ratio);
}


kernel void restore_ratios(read_only image2d_t ratios, read_only image2d_t norms,
                           write_only image2d_t out,
                           const int width, const int height)
{
  const int x = get_global_id(0);
  const int y = get_global_id(1);
  if(x >= width || y >= height) return;

  const float4 ratio = read_imagef(ratios, sampleri, (int2)(x, y));
  const float norm = read_imagef(norms, sampleri, (int2)(x, y)).x;
  const float4 o = clamp(ratio, 0.f, 1.f) * norm;
  write_imagef(out, (int2)(x, y), o);
}