gstreamer/subprojects/gst-plugins-bad/gst/dvbsubenc/libimagequant/libimagequant.c

/* pngquant.c - quantize the colors in an alphamap down to a specified number
**
** Copyright (C) 1989, 1991 by Jef Poskanzer.
** Copyright (C) 1997, 2000, 2002 by Greg Roelofs; based on an idea by
**                                Stefan Schneider.
** © 2009-2013 by Kornel Lesinski.
**
** Permission to use, copy, modify, and distribute this software and its
** documentation for any purpose and without fee is hereby granted, provided
** that the above copyright notice appear in all copies and that both that
** copyright notice and this permission notice appear in supporting
** documentation.  This software is provided "as is" without express or
** implied warranty.
*/

#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <stdarg.h>
#include <stdbool.h>
#include <stdint.h>
#include <limits.h>

#if !(defined(__STDC_VERSION__) && __STDC_VERSION__ >= 199900L) && !(defined(_MSC_VER) && _MSC_VER >= 1800)
#error "This program requires C99, e.g. -std=c99 switch in GCC or it requires MSVC 18.0 or higher."
#error "Ignore torrent of syntax errors that may follow. It's only because compiler is set to use too old C version."
#endif

#ifdef _OPENMP
#include <omp.h>
#else
#define omp_get_max_threads() 1
#define omp_get_thread_num() 0
#endif

#include "libimagequant.h"

#include "pam.h"
#include "mediancut.h"
#include "nearest.h"
#include "blur.h"
#include "viter.h"

#define LIQ_HIGH_MEMORY_LIMIT (1<<26)   /* avoid allocating buffers larger than 64MB */

// each structure has a pointer as a unique identifier that allows type checking at run time
static const char *const liq_attr_magic = "liq_attr", *const liq_image_magic =
    "liq_image", *const liq_result_magic =
    "liq_result", *const liq_remapping_result_magic =
    "liq_remapping_result", *const liq_freed_magic = "free";
#define CHECK_STRUCT_TYPE(attr, kind) liq_crash_if_invalid_handle_pointer_given((const liq_attr*)attr, kind ## _magic)
#define CHECK_USER_POINTER(ptr) liq_crash_if_invalid_pointer_given(ptr)

struct liq_attr
{
  const char *magic_header;
  void *(*malloc) (size_t);
  void (*free) (void *);

  double target_mse, max_mse, voronoi_iteration_limit;
  float min_opaque_val;
  unsigned int max_colors, max_histogram_entries;
  unsigned int min_posterization_output /* user setting */ ,
      min_posterization_input /* speed setting */ ;
  unsigned int voronoi_iterations, feedback_loop_trials;
  bool last_index_transparent, use_contrast_maps, use_dither_map, fast_palette;
  unsigned int speed;
  liq_log_callback_function *log_callback;
  void *log_callback_user_info;
  liq_log_flush_callback_function *log_flush_callback;
  void *log_flush_callback_user_info;
};

struct liq_image
{
  const char *magic_header;
  void *(*malloc) (size_t);
  void (*free) (void *);

  f_pixel *f_pixels;
  rgba_pixel **rows;
  double gamma;
  unsigned int width, height;
  unsigned char *noise, *edges, *dither_map;
  rgba_pixel *pixels, *temp_row;
  f_pixel *temp_f_row;
  liq_image_get_rgba_row_callback *row_callback;
  void *row_callback_user_info;
  float min_opaque_val;
  f_pixel fixed_colors[256];
  unsigned short fixed_colors_count;
  bool free_pixels, free_rows, free_rows_internal;
};

typedef struct liq_remapping_result
{
  const char *magic_header;
  void *(*malloc) (size_t);
  void (*free) (void *);

  unsigned char *pixels;
  colormap *palette;
  liq_palette int_palette;
  double gamma, palette_error;
  float dither_level;
  bool use_dither_map;
} liq_remapping_result;

struct liq_result
{
  const char *magic_header;
  void *(*malloc) (size_t);
  void (*free) (void *);

  liq_remapping_result *remapping;
  colormap *palette;
  liq_palette int_palette;
  float dither_level;
  double gamma, palette_error;
  int min_posterization_output;
  bool use_dither_map, fast_palette;
};

static liq_result *pngquant_quantize (histogram * hist,
    const liq_attr * options, const liq_image * img);
static void modify_alpha (liq_image * input_image,
    rgba_pixel * const row_pixels);
static void contrast_maps (liq_image * image);
static histogram *get_histogram (liq_image * input_image,
    const liq_attr * options);
static const rgba_pixel *liq_image_get_row_rgba (liq_image * input_image,
    unsigned int row);
static const f_pixel *liq_image_get_row_f (liq_image * input_image,
    unsigned int row);
static void liq_remapping_result_destroy (liq_remapping_result * result);

static void
liq_verbose_printf (const liq_attr * context, const char *fmt, ...)
{
  if (context->log_callback) {
    va_list va;
    int required_space;
    char *buf;

    va_start (va, fmt);
    required_space = vsnprintf (NULL, 0, fmt, va) + 1;  // +\0
    va_end (va);

    buf = g_alloca (required_space);

    va_start (va, fmt);
    vsnprintf (buf, required_space, fmt, va);
    va_end (va);

    context->log_callback (context, buf, context->log_callback_user_info);
  }
}

inline static void
verbose_print (const liq_attr * attr, const char *msg)
{
  if (attr->log_callback) {
    attr->log_callback (attr, msg, attr->log_callback_user_info);
  }
}

static void
liq_verbose_printf_flush (liq_attr * attr)
{
  if (attr->log_flush_callback) {
    attr->log_flush_callback (attr, attr->log_flush_callback_user_info);
  }
}

#if USE_SSE
inline static bool
is_sse_available (void)
{
#if (defined(__x86_64__) || defined(__amd64))
  return true;
#else
  int a, b, c, d;
  cpuid (1, a, b, c, d);
  return d & (1 << 25);         // edx bit 25 is set when SSE is present
#endif
}
#endif

/* make it clear in backtrace when user-supplied handle points to invalid memory */
NEVER_INLINE LIQ_EXPORT bool liq_crash_if_invalid_handle_pointer_given (const
    liq_attr * user_supplied_pointer, const char *const expected_magic_header);
LIQ_EXPORT bool
liq_crash_if_invalid_handle_pointer_given (const liq_attr *
    user_supplied_pointer, const char *const expected_magic_header)
{
  if (!user_supplied_pointer) {
    return false;
  }

  if (user_supplied_pointer->magic_header == liq_freed_magic) {
    fprintf (stderr, "%s used after being freed", expected_magic_header);
    // this is not normal error handling, this is programmer error that should crash the program.
    // program cannot safely continue if memory has been used after it's been freed.
    // abort() is nasty, but security vulnerability may be worse.
    abort ();
  }

  return user_supplied_pointer->magic_header == expected_magic_header;
}

NEVER_INLINE LIQ_EXPORT bool liq_crash_if_invalid_pointer_given (void *pointer);
LIQ_EXPORT bool
liq_crash_if_invalid_pointer_given (void *pointer)
{
  char test_access;

  if (!pointer) {
    return false;
  }
  // Force a read from the given (potentially invalid) memory location in order to check early whether this crashes the program or not.
  // It doesn't matter what value is read, the code here is just to shut the compiler up about unused read.
  test_access = *((volatile char *) pointer);
  return test_access || true;
}

static void
liq_log_error (const liq_attr * attr, const char *msg)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return;
  liq_verbose_printf (attr, "  error: %s", msg);
}

static double
quality_to_mse (long quality)
{
  const double extra_low_quality_fudge =
      MAX (0, 0.016 / (0.001 + quality) - 0.001);
  if (quality == 0) {
    return MAX_DIFF;
  }
  if (quality == 100) {
    return 0;
  }
  // curve fudged to be roughly similar to quality of libjpeg
  // except lowest 10 for really low number of colors
  return extra_low_quality_fudge + 2.5 / pow (210.0 + quality,
      1.2) * (100.1 - quality) / 100.0;
}

static unsigned int
mse_to_quality (double mse)
{
  int i;
  for (i = 100; i > 0; i--) {
    if (mse <= quality_to_mse (i) + 0.000001) { // + epsilon for floating point errors
      return i;
    }
  }
  return 0;
}

LIQ_EXPORT liq_error
liq_set_quality (liq_attr * attr, int minimum, int target)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return LIQ_INVALID_POINTER;
  if (target < 0 || target > 100 || target < minimum || minimum < 0)
    return LIQ_VALUE_OUT_OF_RANGE;

  attr->target_mse = quality_to_mse (target);
  attr->max_mse = quality_to_mse (minimum);
  return LIQ_OK;
}

LIQ_EXPORT int
liq_get_min_quality (const liq_attr * attr)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return -1;
  return mse_to_quality (attr->max_mse);
}

LIQ_EXPORT int
liq_get_max_quality (const liq_attr * attr)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return -1;
  return mse_to_quality (attr->target_mse);
}


LIQ_EXPORT liq_error
liq_set_max_colors (liq_attr * attr, int colors)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return LIQ_INVALID_POINTER;
  if (colors < 2 || colors > 256)
    return LIQ_VALUE_OUT_OF_RANGE;

  attr->max_colors = colors;
  return LIQ_OK;
}

LIQ_EXPORT int
liq_get_max_colors (const liq_attr * attr)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return -1;

  return attr->max_colors;
}

LIQ_EXPORT liq_error
liq_set_min_posterization (liq_attr * attr, int bits)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return LIQ_INVALID_POINTER;
  if (bits < 0 || bits > 4)
    return LIQ_VALUE_OUT_OF_RANGE;

  attr->min_posterization_output = bits;
  return LIQ_OK;
}

LIQ_EXPORT int
liq_get_min_posterization (const liq_attr * attr)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return -1;

  return attr->min_posterization_output;
}

LIQ_EXPORT liq_error
liq_set_speed (liq_attr * attr, int speed)
{
  int iterations;

  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return LIQ_INVALID_POINTER;
  if (speed < 1 || speed > 10)
    return LIQ_VALUE_OUT_OF_RANGE;

  iterations = MAX (8 - speed, 0);
  iterations += iterations * iterations / 2;
  attr->voronoi_iterations = iterations;
  attr->voronoi_iteration_limit = 1.0 / (double) (1 << (23 - speed));
  attr->feedback_loop_trials = MAX (56 - 9 * speed, 0);

  attr->max_histogram_entries = (1 << 17) + (1 << 18) * (10 - speed);
  attr->min_posterization_input = (speed >= 8) ? 1 : 0;
  attr->fast_palette = (speed >= 7);
  attr->use_dither_map = (speed <= (omp_get_max_threads () > 1 ? 7 : 5));       // parallelized dither map might speed up floyd remapping
  attr->use_contrast_maps = (speed <= 7) || attr->use_dither_map;
  attr->speed = speed;
  return LIQ_OK;
}

LIQ_EXPORT int
liq_get_speed (const liq_attr * attr)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return -1;

  return attr->speed;
}

LIQ_EXPORT liq_error
liq_set_output_gamma (liq_result * res, double gamma)
{
  if (!CHECK_STRUCT_TYPE (res, liq_result))
    return LIQ_INVALID_POINTER;
  if (gamma <= 0 || gamma >= 1.0)
    return LIQ_VALUE_OUT_OF_RANGE;

  if (res->remapping) {
    liq_remapping_result_destroy (res->remapping);
    res->remapping = NULL;
  }

  res->gamma = gamma;
  return LIQ_OK;
}

LIQ_EXPORT liq_error
liq_set_min_opacity (liq_attr * attr, int min)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return LIQ_INVALID_POINTER;
  if (min < 0 || min > 255)
    return LIQ_VALUE_OUT_OF_RANGE;

  attr->min_opaque_val = (double) min / 255.0;
  return LIQ_OK;
}

LIQ_EXPORT int
liq_get_min_opacity (const liq_attr * attr)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return -1;

  return MIN (255, 256.0 * attr->min_opaque_val);
}

LIQ_EXPORT void
liq_set_last_index_transparent (liq_attr * attr, int is_last)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return;

  attr->last_index_transparent = ! !is_last;
}

LIQ_EXPORT void
liq_set_log_callback (liq_attr * attr, liq_log_callback_function * callback,
    void *user_info)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return;

  liq_verbose_printf_flush (attr);
  attr->log_callback = callback;
  attr->log_callback_user_info = user_info;
}

LIQ_EXPORT void
liq_set_log_flush_callback (liq_attr * attr,
    liq_log_flush_callback_function * callback, void *user_info)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return;

  attr->log_flush_callback = callback;
  attr->log_flush_callback_user_info = user_info;
}

LIQ_EXPORT liq_attr *
liq_attr_create (void)
{
  return liq_attr_create_with_allocator (NULL, NULL);
}

LIQ_EXPORT void
liq_attr_destroy (liq_attr * attr)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr)) {
    return;
  }

  liq_verbose_printf_flush (attr);

  attr->magic_header = liq_freed_magic;
  attr->free (attr);
}

LIQ_EXPORT liq_attr *
liq_attr_copy (liq_attr * orig)
{
  liq_attr *attr;
  if (!CHECK_STRUCT_TYPE (orig, liq_attr)) {
    return NULL;
  }

  attr = orig->malloc (sizeof (liq_attr));
  if (!attr)
    return NULL;
  *attr = *orig;
  return attr;
}

static void *
liq_aligned_malloc (size_t size)
{
  unsigned char *ptr = malloc (size + 16);
  uintptr_t offset;
  if (!ptr) {
    return NULL;
  }

  offset = 16 - ((uintptr_t) ptr & 15); // also reserves 1 byte for ptr[-1]
  ptr += offset;
  assert (0 == (((uintptr_t) ptr) & 15));
  ptr[-1] = offset ^ 0x59;      // store how much pointer was shifted to get the original for free()
  return ptr;
}

static void
liq_aligned_free (void *inptr)
{
  unsigned char *ptr = inptr;
  size_t offset = ptr[-1] ^ 0x59;
  assert (offset > 0 && offset <= 16);
  free (ptr - offset);
}

LIQ_EXPORT liq_attr *
liq_attr_create_with_allocator (void *(*custom_malloc) (size_t),
    void (*custom_free) (void *))
{
  liq_attr *attr;
#if USE_SSE
  if (!is_sse_available ()) {
    return NULL;
  }
#endif
  if (!custom_malloc && !custom_free) {
    custom_malloc = liq_aligned_malloc;
    custom_free = liq_aligned_free;
  } else if (!custom_malloc != !custom_free) {
    return NULL;                // either specify both or none
  }

  attr = custom_malloc (sizeof (liq_attr));
  if (!attr)
    return NULL;
  *attr = (liq_attr) {
    .magic_header = liq_attr_magic,.malloc = custom_malloc,.free = custom_free,.max_colors = 256,.min_opaque_val = 1,   // whether preserve opaque colors for IE (1.0=no, does not affect alpha)
        .last_index_transparent = false,        // puts transparent color at last index. This is workaround for blu-ray subtitles.
  .target_mse = 0,.max_mse = MAX_DIFF,};
  liq_set_speed (attr, 3);
  return attr;
}

LIQ_EXPORT liq_error
liq_image_add_fixed_color (liq_image * img, liq_color color)
{
  float gamma_lut[256];
  rgba_pixel pix = (rgba_pixel) {
    .r = color.r,
    .g = color.g,
    .b = color.b,
    .a = color.a
  };

  if (!CHECK_STRUCT_TYPE (img, liq_image))
    return LIQ_INVALID_POINTER;
  if (img->fixed_colors_count > 255)
    return LIQ_BUFFER_TOO_SMALL;

  to_f_set_gamma (gamma_lut, img->gamma);
  img->fixed_colors[img->fixed_colors_count++] = to_f (gamma_lut, pix);
  return LIQ_OK;
}

static bool
liq_image_use_low_memory (liq_image * img)
{
  img->temp_f_row =
      img->malloc (sizeof (img->f_pixels[0]) * img->width *
      omp_get_max_threads ());
  return img->temp_f_row != NULL;
}

static bool
liq_image_should_use_low_memory (liq_image * img, const bool low_memory_hint)
{
  return img->width * img->height > (low_memory_hint ? LIQ_HIGH_MEMORY_LIMIT / 8 : LIQ_HIGH_MEMORY_LIMIT) / sizeof (f_pixel);   // Watch out for integer overflow
}

static liq_image *
liq_image_create_internal (liq_attr * attr, rgba_pixel * rows[],
    liq_image_get_rgba_row_callback * row_callback,
    void *row_callback_user_info, int width, int height, double gamma)
{
  liq_image *img;
  if (gamma < 0 || gamma > 1.0) {
    liq_log_error (attr, "gamma must be >= 0 and <= 1 (try 1/gamma instead)");
    return NULL;
  }

  if (!rows && !row_callback) {
    liq_log_error (attr, "missing row data");
    return NULL;
  }

  img = attr->malloc (sizeof (liq_image));
  if (!img)
    return NULL;
  *img = (liq_image) {
  .magic_header = liq_image_magic,.malloc = attr->malloc,.free =
        attr->free,.width = width,.height = height,.gamma =
        gamma ? gamma : 0.45455,.rows = rows,.row_callback =
        row_callback,.row_callback_user_info =
        row_callback_user_info,.min_opaque_val = attr->min_opaque_val,};

  if (!rows || attr->min_opaque_val < 1.f) {
    img->temp_row =
        attr->malloc (sizeof (img->temp_row[0]) * width *
        omp_get_max_threads ());
    if (!img->temp_row)
      return NULL;
  }
  // if image is huge or converted pixels are not likely to be reused then don't cache converted pixels
  if (liq_image_should_use_low_memory (img, !img->temp_row
          && !attr->use_contrast_maps && !attr->use_dither_map)) {
    verbose_print (attr, "  conserving memory");
    if (!liq_image_use_low_memory (img))
      return NULL;
  }

  if (img->min_opaque_val < 1.f) {
    verbose_print (attr,
        "  Working around IE6 bug by making image less transparent...");
  }

  return img;
}

LIQ_EXPORT liq_error
liq_image_set_memory_ownership (liq_image * img, int ownership_flags)
{
  if (!CHECK_STRUCT_TYPE (img, liq_image))
    return LIQ_INVALID_POINTER;
  if (!img->rows || !ownership_flags
      || (ownership_flags & ~(LIQ_OWN_ROWS | LIQ_OWN_PIXELS))) {
    return LIQ_VALUE_OUT_OF_RANGE;
  }

  if (ownership_flags & LIQ_OWN_ROWS) {
    if (img->free_rows_internal)
      return LIQ_VALUE_OUT_OF_RANGE;
    img->free_rows = true;
  }

  if (ownership_flags & LIQ_OWN_PIXELS) {
    img->free_pixels = true;
    if (!img->pixels) {
      // for simplicity of this API there's no explicit bitmap argument,
      // so the row with the lowest address is assumed to be at the start of the bitmap
      img->pixels = img->rows[0];
      for (unsigned int i = 1; i < img->height; i++) {
        img->pixels = MIN (img->pixels, img->rows[i]);
      }
    }
  }

  return LIQ_OK;
}

static bool
check_image_size (const liq_attr * attr, const int width, const int height)
{
  if (!CHECK_STRUCT_TYPE (attr, liq_attr)) {
    return false;
  }

  if (width <= 0 || height <= 0) {
    liq_log_error (attr, "width and height must be > 0");
    return false;
  }
  if (width > INT_MAX / height) {
    liq_log_error (attr, "image too large");
    return false;
  }
  return true;
}

LIQ_EXPORT liq_image *
liq_image_create_custom (liq_attr * attr,
    liq_image_get_rgba_row_callback * row_callback, void *user_info, int width,
    int height, double gamma)
{
  if (!check_image_size (attr, width, height)) {
    return NULL;
  }
  return liq_image_create_internal (attr, NULL, row_callback, user_info, width,
      height, gamma);
}

LIQ_EXPORT liq_image *
liq_image_create_rgba_rows (liq_attr * attr, void *rows[], int width,
    int height, double gamma)
{
  if (!check_image_size (attr, width, height)) {
    return NULL;
  }

  for (int i = 0; i < height; i++) {
    if (!CHECK_USER_POINTER (rows + i) || !CHECK_USER_POINTER (rows[i])) {
      liq_log_error (attr, "invalid row pointers");
      return NULL;
    }
  }
  return liq_image_create_internal (attr, (rgba_pixel **) rows, NULL, NULL,
      width, height, gamma);
}

LIQ_EXPORT liq_image *
liq_image_create_rgba (liq_attr * attr, void *bitmap, int width, int height,
    double gamma)
{
  rgba_pixel *pixels;
  rgba_pixel **rows;
  liq_image *image;

  if (!check_image_size (attr, width, height)) {
    return NULL;
  }
  if (!CHECK_USER_POINTER (bitmap)) {
    liq_log_error (attr, "invalid bitmap pointer");
    return NULL;
  }

  pixels = bitmap;
  rows = attr->malloc (sizeof (rows[0]) * height);
  if (!rows)
    return NULL;

  for (int i = 0; i < height; i++) {
    rows[i] = pixels + width * i;
  }

  image =
      liq_image_create_internal (attr, rows, NULL, NULL, width, height, gamma);
  image->free_rows = true;
  image->free_rows_internal = true;
  return image;
}

NEVER_INLINE LIQ_EXPORT void
liq_executing_user_callback (liq_image_get_rgba_row_callback * callback,
    liq_color * temp_row, int row, int width, void *user_info);
LIQ_EXPORT void
liq_executing_user_callback (liq_image_get_rgba_row_callback * callback,
    liq_color * temp_row, int row, int width, void *user_info)
{
  assert (callback);
  assert (temp_row);
  callback (temp_row, row, width, user_info);
}

inline static bool
liq_image_can_use_rows (liq_image * img)
{
  const bool iebug = img->min_opaque_val < 1.f;
  return (img->rows && !iebug);
}

static const rgba_pixel *
liq_image_get_row_rgba (liq_image * img, unsigned int row)
{
  rgba_pixel *temp_row;
  if (liq_image_can_use_rows (img)) {
    return img->rows[row];
  }

  assert (img->temp_row);
  temp_row = img->temp_row + img->width * omp_get_thread_num ();
  if (img->rows) {
    memcpy (temp_row, img->rows[row], img->width * sizeof (temp_row[0]));
  } else {
    liq_executing_user_callback (img->row_callback, (liq_color *) temp_row, row,
        img->width, img->row_callback_user_info);
  }

  if (img->min_opaque_val < 1.f)
    modify_alpha (img, temp_row);
  return temp_row;
}

static void
convert_row_to_f (liq_image * img, f_pixel * row_f_pixels,
    const unsigned int row, const float gamma_lut[])
{
  assert (row_f_pixels);
  assert (!USE_SSE || 0 == ((uintptr_t) row_f_pixels & 15));

  {
    const rgba_pixel *const row_pixels = liq_image_get_row_rgba (img, row);
    unsigned int col;

    for (col = 0; col < img->width; col++) {
      row_f_pixels[col] = to_f (gamma_lut, row_pixels[col]);
    }
  }
}

static const f_pixel *
liq_image_get_row_f (liq_image * img, unsigned int row)
{
  if (!img->f_pixels) {
    if (img->temp_f_row) {
      float gamma_lut[256];
      f_pixel *row_for_thread;

      to_f_set_gamma (gamma_lut, img->gamma);
      row_for_thread = img->temp_f_row + img->width * omp_get_thread_num ();
      convert_row_to_f (img, row_for_thread, row, gamma_lut);

      return row_for_thread;
    }

    assert (omp_get_thread_num () == 0);
    if (!liq_image_should_use_low_memory (img, false)) {
      img->f_pixels =
          img->malloc (sizeof (img->f_pixels[0]) * img->width * img->height);
    }
    if (!img->f_pixels) {
      if (!liq_image_use_low_memory (img))
        return NULL;
      return liq_image_get_row_f (img, row);
    }

    {
      float gamma_lut[256];
      to_f_set_gamma (gamma_lut, img->gamma);
      for (unsigned int i = 0; i < img->height; i++) {
        convert_row_to_f (img, &img->f_pixels[i * img->width], i, gamma_lut);
      }
    }
  }
  return img->f_pixels + img->width * row;
}

LIQ_EXPORT int
liq_image_get_width (const liq_image * input_image)
{
  if (!CHECK_STRUCT_TYPE (input_image, liq_image))
    return -1;
  return input_image->width;
}

LIQ_EXPORT int
liq_image_get_height (const liq_image * input_image)
{
  if (!CHECK_STRUCT_TYPE (input_image, liq_image))
    return -1;
  return input_image->height;
}

typedef void free_func (void *);

static free_func *
get_default_free_func (liq_image * img)
{
  // When default allocator is used then user-supplied pointers must be freed with free()
  if (img->free_rows_internal || img->free != liq_aligned_free) {
    return img->free;
  }
  return free;
}

static void
liq_image_free_rgba_source (liq_image * input_image)
{
  if (input_image->free_pixels && input_image->pixels) {
    get_default_free_func (input_image) (input_image->pixels);
    input_image->pixels = NULL;
  }

  if (input_image->free_rows && input_image->rows) {
    get_default_free_func (input_image) (input_image->rows);
    input_image->rows = NULL;
  }
}

LIQ_EXPORT void
liq_image_destroy (liq_image * input_image)
{
  if (!CHECK_STRUCT_TYPE (input_image, liq_image))
    return;

  liq_image_free_rgba_source (input_image);

  if (input_image->noise) {
    input_image->free (input_image->noise);
  }

  if (input_image->edges) {
    input_image->free (input_image->edges);
  }

  if (input_image->dither_map) {
    input_image->free (input_image->dither_map);
  }

  if (input_image->f_pixels) {
    input_image->free (input_image->f_pixels);
  }

  if (input_image->temp_row) {
    input_image->free (input_image->temp_row);
  }

  if (input_image->temp_f_row) {
    input_image->free (input_image->temp_f_row);
  }

  input_image->magic_header = liq_freed_magic;
  input_image->free (input_image);
}

LIQ_EXPORT liq_result *
liq_quantize_image (liq_attr * attr, liq_image * img)
{
  histogram *hist;
  liq_result *result;

  if (!CHECK_STRUCT_TYPE (attr, liq_attr))
    return NULL;
  if (!CHECK_STRUCT_TYPE (img, liq_image)) {
    liq_log_error (attr, "invalid image pointer");
    return NULL;
  }

  hist = get_histogram (img, attr);
  if (!hist) {
    return NULL;
  }

  result = pngquant_quantize (hist, attr, img);

  pam_freeacolorhist (hist);
  return result;
}

LIQ_EXPORT liq_error
liq_set_dithering_level (liq_result * res, float dither_level)
{
  if (!CHECK_STRUCT_TYPE (res, liq_result))
    return LIQ_INVALID_POINTER;

  if (res->remapping) {
    liq_remapping_result_destroy (res->remapping);
    res->remapping = NULL;
  }

  if (res->dither_level < 0 || res->dither_level > 1.0f)
    return LIQ_VALUE_OUT_OF_RANGE;
  res->dither_level = dither_level;
  return LIQ_OK;
}

static liq_remapping_result *
liq_remapping_result_create (liq_result * result)
{
  liq_remapping_result *res;

  if (!CHECK_STRUCT_TYPE (result, liq_result)) {
    return NULL;
  }

  res = result->malloc (sizeof (liq_remapping_result));
  if (!res)
    return NULL;
  *res = (liq_remapping_result) {
  .magic_header = liq_remapping_result_magic,.malloc = result->malloc,.free =
        result->free,.dither_level = result->dither_level,.use_dither_map =
        result->use_dither_map,.palette_error = result->palette_error,.gamma =
        result->gamma,.palette = pam_duplicate_colormap (result->palette),};
  return res;
}

LIQ_EXPORT double
liq_get_output_gamma (const liq_result * result)
{
  if (!CHECK_STRUCT_TYPE (result, liq_result))
    return -1;

  return result->gamma;
}

static void
liq_remapping_result_destroy (liq_remapping_result * result)
{
  if (!CHECK_STRUCT_TYPE (result, liq_remapping_result))
    return;

  if (result->palette)
    pam_freecolormap (result->palette);
  if (result->pixels)
    result->free (result->pixels);

  result->magic_header = liq_freed_magic;
  result->free (result);
}

LIQ_EXPORT void
liq_result_destroy (liq_result * res)
{
  if (!CHECK_STRUCT_TYPE (res, liq_result))
    return;

  memset (&res->int_palette, 0, sizeof (liq_palette));

  if (res->remapping) {
    memset (&res->remapping->int_palette, 0, sizeof (liq_palette));
    liq_remapping_result_destroy (res->remapping);
  }

  pam_freecolormap (res->palette);

  res->magic_header = liq_freed_magic;
  res->free (res);
}

LIQ_EXPORT double
liq_get_quantization_error (liq_result * result)
{
  if (!CHECK_STRUCT_TYPE (result, liq_result))
    return -1;

  if (result->palette_error >= 0) {
    return result->palette_error * 65536.0 / 6.0;
  }

  if (result->remapping && result->remapping->palette_error >= 0) {
    return result->remapping->palette_error * 65536.0 / 6.0;
  }

  return result->palette_error;
}

LIQ_EXPORT int
liq_get_quantization_quality (liq_result * result)
{
  if (!CHECK_STRUCT_TYPE (result, liq_result))
    return -1;

  if (result->palette_error >= 0) {
    return mse_to_quality (result->palette_error);
  }

  if (result->remapping && result->remapping->palette_error >= 0) {
    return mse_to_quality (result->remapping->palette_error);
  }

  return result->palette_error;
}

static int
compare_popularity (const void *ch1, const void *ch2)
{
  const float v1 = ((const colormap_item *) ch1)->popularity;
  const float v2 = ((const colormap_item *) ch2)->popularity;
  return v1 > v2 ? -1 : 1;
}

static void
sort_palette_qsort (colormap * map, int start, int nelem)
{
  qsort (map->palette + start, nelem, sizeof (map->palette[0]),
      compare_popularity);
}

#define SWAP_PALETTE(map, a,b) { \
    const colormap_item tmp = (map)->palette[(a)]; \
    (map)->palette[(a)] = (map)->palette[(b)]; \
    (map)->palette[(b)] = tmp; }

static void
sort_palette (colormap * map, const liq_attr * options)
{
  unsigned int i;
  unsigned int num_transparent;

  /*
   ** Step 3.5 [GRR]: remap the palette colors so that all entries with
   ** the maximal alpha value (i.e., fully opaque) are at the end and can
   ** therefore be omitted from the tRNS chunk.
   */
  if (options->last_index_transparent) {
    for (i = 0; i < map->colors; i++) {
      if (map->palette[i].acolor.a < 1.0 / 256.0) {
        const unsigned int old = i, transparent_dest = map->colors - 1;

        SWAP_PALETTE (map, transparent_dest, old);

        /* colors sorted by popularity make pngs slightly more compressible */
        sort_palette_qsort (map, 0, map->colors - 1);
        return;
      }
    }
  }
  /* move transparent colors to the beginning to shrink trns chunk */
  num_transparent = 0;
  for (i = 0; i < map->colors; i++) {
    if (map->palette[i].acolor.a < 255.0 / 256.0) {
      // current transparent color is swapped with earlier opaque one
      if (i != num_transparent) {
        SWAP_PALETTE (map, num_transparent, i);
        i--;
      }
      num_transparent++;
    }
  }

  liq_verbose_printf (options,
      "  eliminated opaque tRNS-chunk entries...%d entr%s transparent",
      num_transparent, (num_transparent == 1) ? "y" : "ies");

  /* colors sorted by popularity make pngs slightly more compressible
   * opaque and transparent are sorted separately
   */
  sort_palette_qsort (map, 0, num_transparent);
  sort_palette_qsort (map, num_transparent, map->colors - num_transparent);

  if (map->colors > 16) {
    SWAP_PALETTE (map, 7, 1);   // slightly improves compression
    SWAP_PALETTE (map, 8, 2);
    SWAP_PALETTE (map, 9, 3);
  }
}

inline static unsigned int
posterize_channel (unsigned int color, unsigned int bits)
{
  return (color & ~((1 << bits) - 1)) | (color >> (8 - bits));
}

static void
set_rounded_palette (liq_palette * const dest, colormap * const map,
    const double gamma, unsigned int posterize)
{
  float gamma_lut[256];
  to_f_set_gamma (gamma_lut, gamma);

  dest->count = map->colors;
  for (unsigned int x = 0; x < map->colors; ++x) {
    rgba_pixel px = to_rgb (gamma, map->palette[x].acolor);

    px.r = posterize_channel (px.r, posterize);
    px.g = posterize_channel (px.g, posterize);
    px.b = posterize_channel (px.b, posterize);
    px.a = posterize_channel (px.a, posterize);

    map->palette[x].acolor = to_f (gamma_lut, px);      /* saves rounding error introduced by to_rgb, which makes remapping & dithering more accurate */

    if (!px.a) {
      px.r = 'L';
      px.g = 'i';
      px.b = 'q';
    }

    dest->entries[x] = (liq_color) {
    .r = px.r,.g = px.g,.b = px.b,.a = px.a};
  }
}

LIQ_EXPORT const liq_palette *
liq_get_palette (liq_result * result)
{
  if (!CHECK_STRUCT_TYPE (result, liq_result))
    return NULL;

  if (result->remapping && result->remapping->int_palette.count) {
    return &result->remapping->int_palette;
  }

  if (!result->int_palette.count) {
    set_rounded_palette (&result->int_palette, result->palette, result->gamma,
        result->min_posterization_output);
  }
  return &result->int_palette;
}

#define MAX_THREADS 8

static float
remap_to_palette (liq_image * const input_image,
    unsigned char *const *const output_pixels, colormap * const map,
    const bool fast)
{
  const int rows = input_image->height;
  const unsigned int cols = input_image->width;
  const float min_opaque_val = input_image->min_opaque_val;
  double remapping_error = 0;

  if (!liq_image_get_row_f (input_image, 0)) {  // trigger lazy conversion
    return -1;
  }

  {
    struct nearest_map *const n = nearest_init (map, fast);

    const unsigned int max_threads = MIN (MAX_THREADS, omp_get_max_threads ());
    viter_state *average_color =
        g_alloca (sizeof (viter_state) * (VITER_CACHE_LINE_GAP +
            map->colors) * MAX_THREADS);
    unsigned int row, col;

    viter_init (map, max_threads, average_color);

#pragma omp parallel for if (rows*cols > 3000) \
            schedule(static) default(none) shared(average_color) reduction(+:remapping_error)
    for (row = 0; row < rows; ++row) {
      const f_pixel *const row_pixels = liq_image_get_row_f (input_image, row);
      unsigned int last_match = 0;
      for (col = 0; col < cols; ++col) {
        f_pixel px = row_pixels[col];
        float diff;

        output_pixels[row][col] = last_match =
            nearest_search (n, px, last_match, min_opaque_val, &diff);

        remapping_error += diff;
        viter_update_color (px, 1.0, map, last_match, omp_get_thread_num (),
            average_color);
      }
    }

    viter_finalize (map, max_threads, average_color);

    nearest_free (n);
  }

  return remapping_error / (input_image->width * input_image->height);
}

inline static f_pixel
get_dithered_pixel (const float dither_level, const float max_dither_error,
    const f_pixel thiserr, const f_pixel px)
{
  /* Use Floyd-Steinberg errors to adjust actual color. */
  const float sr = thiserr.r * dither_level,
      sg = thiserr.g * dither_level,
      sb = thiserr.b * dither_level, sa = thiserr.a * dither_level;
  float a;
  float ratio = 1.0;
  float dither_error;

  // allowing some overflow prevents undithered bands caused by clamping of all channels
  if (px.r + sr > 1.03)
    ratio = MIN (ratio, (1.03 - px.r) / sr);
  else if (px.r + sr < 0)
    ratio = MIN (ratio, px.r / -sr);
  if (px.g + sg > 1.03)
    ratio = MIN (ratio, (1.03 - px.g) / sg);
  else if (px.g + sg < 0)
    ratio = MIN (ratio, px.g / -sg);
  if (px.b + sb > 1.03)
    ratio = MIN (ratio, (1.03 - px.b) / sb);
  else if (px.b + sb < 0)
    ratio = MIN (ratio, px.b / -sb);

  a = px.a + sa;
  if (a > 1.0) {
    a = 1.0;
  } else if (a < 0) {
    a = 0;
  }
  // If dithering error is crazy high, don't propagate it that much
  // This prevents crazy geen pixels popping out of the blue (or red or black! ;)
  dither_error = sr * sr + sg * sg + sb * sb + sa * sa;
  if (dither_error > max_dither_error) {
    ratio *= 0.8;
  } else if (dither_error < 2.f / 256.f / 256.f) {
    // don't dither areas that don't have noticeable error — makes file smaller
    return px;
  }

  return (f_pixel) {
  .r = px.r + sr * ratio,.g = px.g + sg * ratio,.b = px.b + sb * ratio,.a = a,};
}

/**
  Uses edge/noise map to apply dithering only to flat areas. Dithering on edges creates jagged lines, and noisy areas are "naturally" dithered.

  If output_image_is_remapped is true, only pixels noticeably changed by error diffusion will be written to output image.
 */
static void
remap_to_palette_floyd (liq_image * input_image,
    unsigned char *const output_pixels[], const colormap * map,
    const float max_dither_error, const bool use_dither_map,
    const bool output_image_is_remapped, float base_dithering_level)
{
  const unsigned int rows = input_image->height, cols = input_image->width;
  const unsigned char *dither_map =
      use_dither_map ? (input_image->
      dither_map ? input_image->dither_map : input_image->edges) : NULL;
  const float min_opaque_val = input_image->min_opaque_val;

  const colormap_item *acolormap = map->palette;

  struct nearest_map *const n = nearest_init (map, false);
  unsigned int col;

  /* Initialize Floyd-Steinberg error vectors. */
  f_pixel *restrict thiserr, *restrict nexterr;
  thiserr = input_image->malloc ((cols + 2) * sizeof (*thiserr) * 2);   // +2 saves from checking out of bounds access
  nexterr = thiserr + (cols + 2);
  srand (12345);                /* deterministic dithering is better for comparing results */
  if (!thiserr)
    return;

  for (col = 0; col < cols + 2; ++col) {
    const double rand_max = RAND_MAX;
    thiserr[col].r = ((double) rand () - rand_max / 2.0) / rand_max / 255.0;
    thiserr[col].g = ((double) rand () - rand_max / 2.0) / rand_max / 255.0;
    thiserr[col].b = ((double) rand () - rand_max / 2.0) / rand_max / 255.0;
    thiserr[col].a = ((double) rand () - rand_max / 2.0) / rand_max / 255.0;
  }

  // response to this value is non-linear and without it any value < 0.8 would give almost no dithering
  base_dithering_level =
      1.0 - (1.0 - base_dithering_level) * (1.0 - base_dithering_level) * (1.0 -
      base_dithering_level);

  if (dither_map) {
    base_dithering_level *= 1.0 / 255.0;        // convert byte to float
  }
  base_dithering_level *= 15.0 / 16.0;  // prevent small errors from accumulating

  {
    bool fs_direction = true;
    unsigned int last_match = 0;
    for (unsigned int row = 0; row < rows; ++row) {
      unsigned int col = (fs_direction) ? 0 : (cols - 1);
      const f_pixel *const row_pixels = liq_image_get_row_f (input_image, row);

      memset (nexterr, 0, (cols + 2) * sizeof (*nexterr));

      do {
        float dither_level = base_dithering_level;
        f_pixel spx, xp, err;
        unsigned int guessed_match;

        if (dither_map) {
          dither_level *= dither_map[row * cols + col];
        }

        spx =
            get_dithered_pixel (dither_level, max_dither_error,
            thiserr[col + 1], row_pixels[col]);

        guessed_match =
            output_image_is_remapped ? output_pixels[row][col] : last_match;
        output_pixels[row][col] = last_match =
            nearest_search (n, spx, guessed_match, min_opaque_val, NULL);

        xp = acolormap[last_match].acolor;
        err.r = spx.r - xp.r;
        err.g = spx.r - xp.g;
        err.b = spx.r - xp.b;
        err.a = spx.r - xp.a;

        // If dithering error is crazy high, don't propagate it that much
        // This prevents crazy geen pixels popping out of the blue (or red or black! ;)
        if (err.r * err.r + err.g * err.g + err.b * err.b + err.a * err.a >
            max_dither_error) {
          dither_level *= 0.75;
        }

        {
          const float colorimp =
              (3.0f + acolormap[last_match].acolor.a) / 4.0f * dither_level;
          err.r *= colorimp;
          err.g *= colorimp;
          err.b *= colorimp;
          err.a *= dither_level;
        }

        /* Propagate Floyd-Steinberg error terms. */
        if (fs_direction) {
          thiserr[col + 2].a += err.a * (7.f / 16.f);
          thiserr[col + 2].r += err.r * (7.f / 16.f);
          thiserr[col + 2].g += err.g * (7.f / 16.f);
          thiserr[col + 2].b += err.b * (7.f / 16.f);

          nexterr[col + 2].a = err.a * (1.f / 16.f);
          nexterr[col + 2].r = err.r * (1.f / 16.f);
          nexterr[col + 2].g = err.g * (1.f / 16.f);
          nexterr[col + 2].b = err.b * (1.f / 16.f);

          nexterr[col + 1].a += err.a * (5.f / 16.f);
          nexterr[col + 1].r += err.r * (5.f / 16.f);
          nexterr[col + 1].g += err.g * (5.f / 16.f);
          nexterr[col + 1].b += err.b * (5.f / 16.f);

          nexterr[col].a += err.a * (3.f / 16.f);
          nexterr[col].r += err.r * (3.f / 16.f);
          nexterr[col].g += err.g * (3.f / 16.f);
          nexterr[col].b += err.b * (3.f / 16.f);

        } else {
          thiserr[col].a += err.a * (7.f / 16.f);
          thiserr[col].r += err.r * (7.f / 16.f);
          thiserr[col].g += err.g * (7.f / 16.f);
          thiserr[col].b += err.b * (7.f / 16.f);

          nexterr[col].a = err.a * (1.f / 16.f);
          nexterr[col].r = err.r * (1.f / 16.f);
          nexterr[col].g = err.g * (1.f / 16.f);
          nexterr[col].b = err.b * (1.f / 16.f);

          nexterr[col + 1].a += err.a * (5.f / 16.f);
          nexterr[col + 1].r += err.r * (5.f / 16.f);
          nexterr[col + 1].g += err.g * (5.f / 16.f);
          nexterr[col + 1].b += err.b * (5.f / 16.f);

          nexterr[col + 2].a += err.a * (3.f / 16.f);
          nexterr[col + 2].r += err.r * (3.f / 16.f);
          nexterr[col + 2].g += err.g * (3.f / 16.f);
          nexterr[col + 2].b += err.b * (3.f / 16.f);
        }

        // remapping is done in zig-zag
        if (fs_direction) {
          ++col;
          if (col >= cols)
            break;
        } else {
          if (col <= 0)
            break;
          --col;
        }
      } while (1);

      {
        f_pixel *const temperr = thiserr;
        thiserr = nexterr;
        nexterr = temperr;
      }

      fs_direction = !fs_direction;
    }
  }

  input_image->free (MIN (thiserr, nexterr));   // MIN because pointers were swapped
  nearest_free (n);
}

/* fixed colors are always included in the palette, so it would be wasteful to duplicate them in palette from histogram */
static void
remove_fixed_colors_from_histogram (histogram * hist,
    const liq_image * input_image, const float target_mse)
{
  const float max_difference = MAX (target_mse / 2.0, 2.0 / 256.0 / 256.0);
  if (input_image->fixed_colors_count) {
    for (int j = 0; j < hist->size; j++) {
      for (unsigned int i = 0; i < input_image->fixed_colors_count; i++) {
        if (colordifference (hist->achv[j].acolor,
                input_image->fixed_colors[i]) < max_difference) {
          hist->achv[j] = hist->achv[--hist->size];     // remove color from histogram by overwriting with the last entry
          j--;
          break;                // continue searching histogram
        }
      }
    }
  }
}

/* histogram contains information how many times each color is present in the image, weighted by importance_map */
static histogram *
get_histogram (liq_image * input_image, const liq_attr * options)
{
  unsigned int ignorebits =
      MAX (options->min_posterization_output, options->min_posterization_input);
  const unsigned int cols = input_image->width, rows = input_image->height;

  if (!input_image->noise && options->use_contrast_maps) {
    contrast_maps (input_image);
  }

  /*
   ** Step 2: attempt to make a histogram of the colors, unclustered.
   ** If at first we don't succeed, increase ignorebits to increase color
   ** coherence and try again.
   */

  {
    unsigned int maxcolors = options->max_histogram_entries;

    struct acolorhash_table *acht;
    const bool all_rows_at_once = liq_image_can_use_rows (input_image);
    histogram *hist;

    do {
      acht =
          pam_allocacolorhash (maxcolors, rows * cols, ignorebits,
          options->malloc, options->free);
      if (!acht)
        return NULL;

      // histogram uses noise contrast map for importance. Color accuracy in noisy areas is not very important.
      // noise map does not include edges to avoid ruining anti-aliasing
      for (unsigned int row = 0; row < rows; row++) {
        bool added_ok;
        if (all_rows_at_once) {
          added_ok =
              pam_computeacolorhash (acht,
              (const rgba_pixel * const *) input_image->rows, cols, rows,
              input_image->noise);
          if (added_ok)
            break;
        } else {
          const rgba_pixel *rows_p[1] =
              { liq_image_get_row_rgba (input_image, row) };
          added_ok =
              pam_computeacolorhash (acht, rows_p, cols, 1,
              input_image->noise ? &input_image->noise[row * cols] : NULL);
        }
        if (!added_ok) {
          ignorebits++;
          liq_verbose_printf (options,
              "  too many colors! Scaling colors to improve clustering... %d",
              ignorebits);
          pam_freeacolorhash (acht);
          acht = NULL;
          break;
        }
      }
    } while (!acht);

    if (input_image->noise) {
      input_image->free (input_image->noise);
      input_image->noise = NULL;
    }

    if (input_image->free_pixels && input_image->f_pixels) {
      liq_image_free_rgba_source (input_image); // bow can free the RGBA source if copy has been made in f_pixels
    }

    hist =
        pam_acolorhashtoacolorhist (acht, input_image->gamma, options->malloc,
        options->free);
    pam_freeacolorhash (acht);
    if (hist) {
      liq_verbose_printf (options, "  made histogram...%d colors found",
          hist->size);
      remove_fixed_colors_from_histogram (hist, input_image,
          options->target_mse);
    }

    return hist;
  }
}

static void
modify_alpha (liq_image * input_image, rgba_pixel * const row_pixels)
{
  /* IE6 makes colors with even slightest transparency completely transparent,
     thus to improve situation in IE, make colors that are less than ~10% transparent
     completely opaque */

  const float min_opaque_val = input_image->min_opaque_val;
  const float almost_opaque_val = min_opaque_val * 169.f / 256.f;
  const unsigned int almost_opaque_val_int =
      (min_opaque_val * 169.f / 256.f) * 255.f;

  for (unsigned int col = 0; col < input_image->width; col++) {
    const rgba_pixel px = row_pixels[col];

    /* ie bug: to avoid visible step caused by forced opaqueness, linearily raise opaqueness of almost-opaque colors */
    if (px.a >= almost_opaque_val_int) {
      float al = px.a / 255.f;
      al = almost_opaque_val + (al - almost_opaque_val) * (1.f -
          almost_opaque_val) / (min_opaque_val - almost_opaque_val);
      al *= 256.f;
      row_pixels[col].a = al >= 255.f ? 255 : al;
    }
  }
}

/**
 Builds two maps:
    noise - approximation of areas with high-frequency noise, except straight edges. 1=flat, 0=noisy.
    edges - noise map including all edges
 */
static void
contrast_maps (liq_image * image)
{
  const int cols = image->width, rows = image->height;
  unsigned char *restrict noise, *restrict edges, *restrict tmp;
  const f_pixel *curr_row, *prev_row, *next_row;
  int i, j;

  if (cols < 4 || rows < 4 || (3 * cols * rows) > LIQ_HIGH_MEMORY_LIMIT) {
    return;
  }

  noise = image->malloc (cols * rows);
  edges = image->malloc (cols * rows);
  tmp = image->malloc (cols * rows);

  if (!noise || !edges || !tmp) {
    return;
  }

  curr_row = prev_row = next_row = liq_image_get_row_f (image, 0);

  for (j = 0; j < rows; j++) {
    f_pixel prev, curr, next;

    prev_row = curr_row;
    curr_row = next_row;
    next_row = liq_image_get_row_f (image, MIN (rows - 1, j + 1));

    curr = curr_row[0];
    next = curr;
    for (i = 0; i < cols; i++) {
      prev = curr;
      curr = next;
      next = curr_row[MIN (cols - 1, i + 1)];

      // contrast is difference between pixels neighbouring horizontally and vertically
      {
        const float a = fabsf (prev.a + next.a - curr.a * 2.f),
            r = fabsf (prev.r + next.r - curr.r * 2.f),
            g = fabsf (prev.g + next.g - curr.g * 2.f),
            b = fabsf (prev.b + next.b - curr.b * 2.f);

        const f_pixel prevl = prev_row[i];
        const f_pixel nextl = next_row[i];

        const float a1 = fabsf (prevl.a + nextl.a - curr.a * 2.f),
            r1 = fabsf (prevl.r + nextl.r - curr.r * 2.f),
            g1 = fabsf (prevl.g + nextl.g - curr.g * 2.f),
            b1 = fabsf (prevl.b + nextl.b - curr.b * 2.f);

        const float horiz = MAX (MAX (a, r), MAX (g, b));
        const float vert = MAX (MAX (a1, r1), MAX (g1, b1));
        const float edge = MAX (horiz, vert);
        float z = edge - fabsf (horiz - vert) * .5f;
        z = 1.f - MAX (z, MIN (horiz, vert));
        z *= z;                 // noise is amplified
        z *= z;

        z *= 256.f;
        noise[j * cols + i] = z < 256 ? z : 255;
        z = (1.f - edge) * 256.f;
        edges[j * cols + i] = z < 256 ? z : 255;
      }
    }
  }

  // noise areas are shrunk and then expanded to remove thin edges from the map
  liq_max3 (noise, tmp, cols, rows);
  liq_max3 (tmp, noise, cols, rows);

  liq_blur (noise, tmp, noise, cols, rows, 3);

  liq_max3 (noise, tmp, cols, rows);

  liq_min3 (tmp, noise, cols, rows);
  liq_min3 (noise, tmp, cols, rows);
  liq_min3 (tmp, noise, cols, rows);

  liq_min3 (edges, tmp, cols, rows);
  liq_max3 (tmp, edges, cols, rows);
  for (int i = 0; i < cols * rows; i++)
    edges[i] = MIN (noise[i], edges[i]);

  image->free (tmp);

  image->noise = noise;
  image->edges = edges;
}

/**
 * Builds map of neighbor pixels mapped to the same palette entry
 *
 * For efficiency/simplicity it mainly looks for same consecutive pixels horizontally
 * and peeks 1 pixel above/below. Full 2d algorithm doesn't improve it significantly.
 * Correct flood fill doesn't have visually good properties.
 */
static void
update_dither_map (unsigned char *const *const row_pointers,
    liq_image * input_image)
{
  const unsigned int width = input_image->width;
  const unsigned int height = input_image->height;
  unsigned char *const edges = input_image->edges;

  for (unsigned int row = 0; row < height; row++) {
    unsigned char lastpixel = row_pointers[row][0];
    unsigned int lastcol = 0;

    for (unsigned int col = 1; col < width; col++) {
      const unsigned char px = row_pointers[row][col];

      if (px != lastpixel || col == width - 1) {
        float neighbor_count = 2.5f + col - lastcol;

        unsigned int i = lastcol;
        while (i < col) {
          if (row > 0) {
            unsigned char pixelabove = row_pointers[row - 1][i];
            if (pixelabove == lastpixel)
              neighbor_count += 1.f;
          }
          if (row < height - 1) {
            unsigned char pixelbelow = row_pointers[row + 1][i];
            if (pixelbelow == lastpixel)
              neighbor_count += 1.f;
          }
          i++;
        }

        while (lastcol <= col) {
          float e = edges[row * width + lastcol] / 255.f;
          e *= 1.f - 2.5f / neighbor_count;
          edges[row * width + lastcol++] = e * 255.f;
        }
        lastpixel = px;
      }
    }
  }
  input_image->dither_map = input_image->edges;
  input_image->edges = NULL;
}

static colormap *
add_fixed_colors_to_palette (colormap * palette, const int max_colors,
    const f_pixel fixed_colors[], const int fixed_colors_count,
    void *(*malloc) (size_t), void (*free) (void *))
{
  colormap *newpal;
  unsigned int i, palette_max;
  int j;

  if (!fixed_colors_count)
    return palette;

  newpal =
      pam_colormap (MIN (max_colors,
          (palette ? palette->colors : 0) + fixed_colors_count), malloc, free);

  i = 0;
  if (palette && fixed_colors_count < max_colors) {
    palette_max = MIN (palette->colors, max_colors - fixed_colors_count);
    for (; i < palette_max; i++) {
      newpal->palette[i] = palette->palette[i];
    }
  }
  for (j = 0; j < MIN (max_colors, fixed_colors_count); j++) {
    newpal->palette[i++] = (colormap_item) {
    .acolor = fixed_colors[j],.fixed = true,};
  }
  if (palette)
    pam_freecolormap (palette);
  return newpal;
}

static void
adjust_histogram_callback (hist_item * item, float diff)
{
  item->adjusted_weight =
      (item->perceptual_weight + item->adjusted_weight) * (sqrtf (1.f + diff));
}

/**
 Repeats mediancut with different histogram weights to find palette with minimum error.

 feedback_loop_trials controls how long the search will take. < 0 skips the iteration.
 */
static colormap *
find_best_palette (histogram * hist, const liq_attr * options,
    const double max_mse, const f_pixel fixed_colors[],
    const unsigned int fixed_colors_count, double *palette_error_p)
{
  unsigned int max_colors = options->max_colors;

  // if output is posterized it doesn't make sense to aim for perfrect colors, so increase target_mse
  // at this point actual gamma is not set, so very conservative posterization estimate is used
  const double target_mse = MIN (max_mse, MAX (options->target_mse,
          pow ((1 << options->min_posterization_output) / 1024.0, 2)));
  int feedback_loop_trials = options->feedback_loop_trials;
  colormap *acolormap = NULL;
  double least_error = MAX_DIFF;
  double target_mse_overshoot = feedback_loop_trials > 0 ? 1.05 : 1.0;
  const double percent =
      (double) (feedback_loop_trials > 0 ? feedback_loop_trials : 1) / 100.0;

  do {
    colormap *newmap;
    double total_error;

    if (hist->size && fixed_colors_count < max_colors) {
      newmap =
          mediancut (hist, options->min_opaque_val,
          max_colors - fixed_colors_count, target_mse * target_mse_overshoot,
          MAX (MAX (90.0 / 65536.0, target_mse), least_error) * 1.2,
          options->malloc, options->free);
    } else {
      feedback_loop_trials = 0;
      newmap = NULL;
    }
    newmap =
        add_fixed_colors_to_palette (newmap, max_colors, fixed_colors,
        fixed_colors_count, options->malloc, options->free);
    if (!newmap) {
      return NULL;
    }

    if (feedback_loop_trials <= 0) {
      return newmap;
    }
    // after palette has been created, total error (MSE) is calculated to keep the best palette
    // at the same time Voronoi iteration is done to improve the palette
    // and histogram weights are adjusted based on remapping error to give more weight to poorly matched colors

    {
      const bool first_run_of_target_mse = !acolormap && target_mse > 0;
      total_error =
          viter_do_iteration (hist, newmap, options->min_opaque_val,
          first_run_of_target_mse ? NULL : adjust_histogram_callback, !acolormap
          || options->fast_palette);
    }

    // goal is to increase quality or to reduce number of colors used if quality is good enough
    if (!acolormap || total_error < least_error || (total_error <= target_mse
            && newmap->colors < max_colors)) {
      if (acolormap)
        pam_freecolormap (acolormap);
      acolormap = newmap;

      if (total_error < target_mse && total_error > 0) {
        // voronoi iteration improves quality above what mediancut aims for
        // this compensates for it, making mediancut aim for worse
        target_mse_overshoot =
            MIN (target_mse_overshoot * 1.25, target_mse / total_error);
      }

      least_error = total_error;

      // if number of colors could be reduced, try to keep it that way
      // but allow extra color as a bit of wiggle room in case quality can be improved too
      max_colors = MIN (newmap->colors + 1, max_colors);

      feedback_loop_trials -= 1;        // asymptotic improvement could make it go on forever
    } else {
      for (unsigned int j = 0; j < hist->size; j++) {
        hist->achv[j].adjusted_weight =
            (hist->achv[j].perceptual_weight +
            hist->achv[j].adjusted_weight) / 2.0;
      }

      target_mse_overshoot = 1.0;
      feedback_loop_trials -= 6;
      // if error is really bad, it's unlikely to improve, so end sooner
      if (total_error > least_error * 4)
        feedback_loop_trials -= 3;
      pam_freecolormap (newmap);
    }

    liq_verbose_printf (options, "  selecting colors...%d%%", 100 - MAX (0,
            (int) (feedback_loop_trials / percent)));
  }
  while (feedback_loop_trials > 0);

  *palette_error_p = least_error;
  return acolormap;
}

static liq_result *
pngquant_quantize (histogram * hist, const liq_attr * options,
    const liq_image * img)
{
  colormap *acolormap;
  double palette_error = -1;

  // no point having perfect match with imperfect colors (ignorebits > 0)
  const bool fast_palette = options->fast_palette || hist->ignorebits > 0;
  const bool few_input_colors =
      hist->size + img->fixed_colors_count <= options->max_colors;
  liq_result *result;

  // If image has few colors to begin with (and no quality degradation is required)
  // then it's possible to skip quantization entirely
  if (few_input_colors && options->target_mse == 0) {
    acolormap = pam_colormap (hist->size, options->malloc, options->free);
    for (unsigned int i = 0; i < hist->size; i++) {
      acolormap->palette[i].acolor = hist->achv[i].acolor;
      acolormap->palette[i].popularity = hist->achv[i].perceptual_weight;
    }
    acolormap =
        add_fixed_colors_to_palette (acolormap, options->max_colors,
        img->fixed_colors, img->fixed_colors_count, options->malloc,
        options->free);
    palette_error = 0;
  } else {
    const double max_mse = options->max_mse * (few_input_colors ? 0.33 : 1.0);  // when degrading image that's already paletted, require much higher improvement, since pal2pal often looks bad and there's little gain
    const double iteration_limit = options->voronoi_iteration_limit;
    unsigned int iterations = options->voronoi_iterations;

    acolormap =
        find_best_palette (hist, options, max_mse, img->fixed_colors,
        img->fixed_colors_count, &palette_error);
    if (!acolormap) {
      return NULL;
    }
    // Voronoi iteration approaches local minimum for the palette
    if (!iterations && palette_error < 0 && max_mse < MAX_DIFF)
      iterations = 1;           // otherwise total error is never calculated and MSE limit won't work

    if (iterations) {
      double previous_palette_error = MAX_DIFF;
      unsigned int i;

      // likely_colormap_index (used and set in viter_do_iteration) can't point to index outside colormap
      if (acolormap->colors < 256)
        for (unsigned int j = 0; j < hist->size; j++) {
          if (hist->achv[j].tmp.likely_colormap_index >= acolormap->colors) {
            hist->achv[j].tmp.likely_colormap_index = 0;        // actual value doesn't matter, as the guess is out of date anyway
          }
        }

      verbose_print (options, "  moving colormap towards local minimum");

      for (i = 0; i < iterations; i++) {
        palette_error =
            viter_do_iteration (hist, acolormap, options->min_opaque_val, NULL,
            i == 0 || options->fast_palette);

        if (fabs (previous_palette_error - palette_error) < iteration_limit) {
          break;
        }

        if (palette_error > max_mse * 1.5) {    // probably hopeless
          if (palette_error > max_mse * 3.0)
            break;              // definitely hopeless
          i++;
        }

        previous_palette_error = palette_error;
      }
    }

    if (palette_error > max_mse) {
      liq_verbose_printf (options,
          "  image degradation MSE=%.3f (Q=%d) exceeded limit of %.3f (%d)",
          palette_error * 65536.0 / 6.0, mse_to_quality (palette_error),
          max_mse * 65536.0 / 6.0, mse_to_quality (max_mse));
      pam_freecolormap (acolormap);
      return NULL;
    }
  }

  sort_palette (acolormap, options);

  result = options->malloc (sizeof (liq_result));
  if (!result)
    return NULL;
  *result = (liq_result) {
  .magic_header = liq_result_magic,.malloc = options->malloc,.free =
        options->free,.palette = acolormap,.palette_error =
        palette_error,.fast_palette = fast_palette,.use_dither_map =
        options->use_dither_map,.gamma =
        img->gamma,.min_posterization_output =
        options->min_posterization_output,};
  return result;
}

LIQ_EXPORT liq_error
liq_write_remapped_image (liq_result * result, liq_image * input_image,
    void *buffer, size_t buffer_size)
{
  size_t required_size;
  unsigned char **rows;
  unsigned char *buffer_bytes;
  unsigned i;

  if (!CHECK_STRUCT_TYPE (result, liq_result)) {
    return LIQ_INVALID_POINTER;
  }
  if (!CHECK_STRUCT_TYPE (input_image, liq_image)) {
    return LIQ_INVALID_POINTER;
  }
  if (!CHECK_USER_POINTER (buffer)) {
    return LIQ_INVALID_POINTER;
  }

  required_size = input_image->width * input_image->height;
  if (buffer_size < required_size) {
    return LIQ_BUFFER_TOO_SMALL;
  }

  rows = g_alloca (sizeof (unsigned char *) * input_image->height);
  buffer_bytes = buffer;
  for (i = 0; i < input_image->height; i++) {
    rows[i] = &buffer_bytes[input_image->width * i];
  }
  return liq_write_remapped_image_rows (result, input_image, rows);
}

LIQ_EXPORT liq_error
liq_write_remapped_image_rows (liq_result * quant, liq_image * input_image,
    unsigned char **row_pointers)
{
  unsigned int i;
  liq_remapping_result *result;
  float remapping_error;

  if (!CHECK_STRUCT_TYPE (quant, liq_result))
    return LIQ_INVALID_POINTER;
  if (!CHECK_STRUCT_TYPE (input_image, liq_image))
    return LIQ_INVALID_POINTER;
  for (i = 0; i < input_image->height; i++) {
    if (!CHECK_USER_POINTER (row_pointers + i)
        || !CHECK_USER_POINTER (row_pointers[i]))
      return LIQ_INVALID_POINTER;
  }

  if (quant->remapping) {
    liq_remapping_result_destroy (quant->remapping);
  }

  result = quant->remapping = liq_remapping_result_create (quant);
  if (!result)
    return LIQ_OUT_OF_MEMORY;

  if (!input_image->edges && !input_image->dither_map && quant->use_dither_map) {
    contrast_maps (input_image);
  }

  /*
   ** Step 4: map the colors in the image to their closest match in the
   ** new colormap, and write 'em out.
   */

  remapping_error = result->palette_error;
  if (result->dither_level == 0) {
    set_rounded_palette (&result->int_palette, result->palette, result->gamma,
        quant->min_posterization_output);
    remapping_error =
        remap_to_palette (input_image, row_pointers, result->palette,
        quant->fast_palette);
  } else {
    const bool generate_dither_map = result->use_dither_map
        && (input_image->edges && !input_image->dither_map);
    if (generate_dither_map) {
      // If dithering (with dither map) is required, this image is used to find areas that require dithering
      remapping_error =
          remap_to_palette (input_image, row_pointers, result->palette,
          quant->fast_palette);
      update_dither_map (row_pointers, input_image);
    }
    // remapping above was the last chance to do voronoi iteration, hence the final palette is set after remapping
    set_rounded_palette (&result->int_palette, result->palette, result->gamma,
        quant->min_posterization_output);

    remap_to_palette_floyd (input_image, row_pointers, result->palette,
        MAX (remapping_error * 2.4, 16.f / 256.f), result->use_dither_map,
        generate_dither_map, result->dither_level);
  }

  // remapping error from dithered image is absurd, so always non-dithered value is used
  // palette_error includes some perceptual weighting from histogram which is closer correlated with dssim
  // so that should be used when possible.
  if (result->palette_error < 0) {
    result->palette_error = remapping_error;
  }

  return LIQ_OK;
}

LIQ_EXPORT int
liq_version (void)
{
  return LIQ_VERSION;
}