stb/stb_resample.h

/* stb_resample - v0.50 - public domain image resampling
   no warranty implied; use at your own risk

   Do this:
      #define STB_RESAMPLE_IMPLEMENTATION
   before you include this file in *one* C or C++ file to create the implementation.

   #define STBR_ASSERT(x) to avoid using assert.h.

   #define STBR_NO_MALLOC to avoid using stdlib.h and malloc. This will remove
      all resize functions except stbr_resize_arbitrary() from the API.

   QUICK NOTES:
      Written with emphasis on usage and speed. Only the resize operation is
          currently supported, no rotations or translations.

      Supports arbitrary resize for separable filters. For a list of
          supported filters see the stbr_filter enum. To add a new filter,
          write a filter function and add it to stbr__filter_info_table.

   Latest revisions:
      0.50 (2014-07-29) first released version

   See end of file for full revision history.

   TODO:
      Installable filters
      Specify with (s0, t0) X (s1, t1) what area of the source image to use,
         at sub-pixel level
      Specify wrap and filter modes independently for each axis
      Resize that respects alpha test coverage
         (Reference code: FloatImage::alphaTestCoverage and FloatImage::scaleAlphaToCoverage:
         https://code.google.com/p/nvidia-texture-tools/source/browse/trunk/src/nvimage/FloatImage.cpp )

   Initial implementation by Jorge L Rodriguez, @VinoBS
*/

#ifndef STBR_INCLUDE_STB_RESAMPLE_H
#define STBR_INCLUDE_STB_RESAMPLE_H

// Basic usage:
//    result = stbr_resize_srgb_uint8(input_data, input_w, input_h, output_data, output_w, output_h, channels, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP);
//
//    input_data is your supplied texels.
//    output_data will be the resized texels. It should be of size output_w * output_h * channels
//    Returned result is 1 for success or 0 in case of an error. Currently the only error is failure to allocate memory.
//    If you're unsure of which filter to use, Catmull-Rom is a good upsampling filter and Mitchell is a good downsampling filter.


// Advanced usage:
//    size_t memory_required = stbr_calculate_memory(input_w, input_h, output_w, output_h, channels, STBR_FILTER_CATMULLROM);
//    void* extra_memory = malloc(memory_required); // Any memory allocation method of your choosing
//    result = stbr_resize_arbitrary(input_data, input_w, input_h, input_stride_in_bytes,
//            output_data, output_w, output_h, output_stride_in_bytes,
//            channels, STBR_TYPE_UINT8, STBR_FILTER_CATMULLROM, STBR_EDGE_CLAMP, STBR_COLORSPACE_SRGB,
//            extra_memory, memory_required);
//    free(extra_memory);
//
//    input_stride_in_bytes and output_stride_in_bytes can be 0. If so they will be automatically calculated as width * channels.
//    Returned result is 1 for success or 0 in case of an error. Currently the only error is that the memory passed in is insufficient.
//    stbr_resize_arbitrary() will not allocate any memory, it will use the memory you pass in to do its work.


typedef enum
{
	STBR_FILTER_NEAREST     = 1,
	STBR_FILTER_BILINEAR    = 2,
	STBR_FILTER_BICUBIC     = 3,  // A cubic b spline
	STBR_FILTER_CATMULLROM  = 4,
	STBR_FILTER_MITCHELL    = 5,
} stbr_filter;

typedef enum
{
	STBR_EDGE_CLAMP   = 1,
	STBR_EDGE_REFLECT = 2,
	STBR_EDGE_WRAP    = 3,
} stbr_edge;

typedef enum
{
	STBR_COLORSPACE_LINEAR = 1,
	STBR_COLORSPACE_SRGB = 2,
	// If you add here, update STBR_MAX_COLORSPACES
} stbr_colorspace;

#define STBR_MAX_COLORSPACES 2

typedef enum
{
	STBR_TYPE_UINT8  = 1,
	STBR_TYPE_UINT16 = 2,
	STBR_TYPE_UINT32 = 3,
	STBR_TYPE_FLOAT  = 4,
	// If you add here, update STBR_MAX_TYPES and stbr__type_size
} stbr_type;

#define STBR_MAX_TYPES 4

typedef unsigned char stbr_uint8;

#ifdef _MSC_VER
typedef unsigned short stbr_uint16;
typedef unsigned int   stbr_uint32;
#else
#include <stdint.h>
typedef uint16_t stbr_uint16;
typedef uint32_t stbr_uint32;
#endif

typedef unsigned int stbr_size_t; // to avoid including a header for size_t

#ifdef __cplusplus
extern "C" {
#endif

#ifdef STB_RESAMPLE_STATIC
#define STBRDEF static
#else
#define STBRDEF extern
#endif

#ifndef STBR_NO_MALLOC

	//////////////////////////////////////////////////////////////////////////////
	//
	// PRIMARY API - sRGB type-safe image resizing.
	//

	STBRDEF int stbr_resize_srgb_uint8(const stbr_uint8* input_data, int input_w, int input_h,
		stbr_uint8* output_data, int output_w, int output_h,
		int channels, stbr_filter filter, stbr_edge edge);

	STBRDEF int stbr_resize_srgb_uint16(const stbr_uint16* input_data, int input_w, int input_h,
		stbr_uint16* output_data, int output_w, int output_h,
		int channels, stbr_filter filter, stbr_edge edge);

	STBRDEF int stbr_resize_srgb_uint32(const stbr_uint32* input_data, int input_w, int input_h,
		stbr_uint32* output_data, int output_w, int output_h,
		int channels, stbr_filter filter, stbr_edge edge);

	STBRDEF int stbr_resize_srgb_float(const float* input_data, int input_w, int input_h,
		float* output_data, int output_w, int output_h,
		int channels, stbr_filter filter, stbr_edge edge);

#endif // STBR_NO_MALLOC

	//////////////////////////////////////////////////////////////////////////////
	//
	// ADVANCED API
	//

	STBRDEF stbr_size_t stbr_calculate_memory(int input_w, int input_h, int output_w, int output_h, int channels, stbr_filter filter);

	STBRDEF int stbr_resize_arbitrary(const void* input_data, int input_w, int input_h, int input_stride_in_bytes,
		void* output_data, int output_w, int output_h, int output_stride_in_bytes,
		int channels, stbr_type type, stbr_filter filter, stbr_edge edge, stbr_colorspace colorspace,
		void* tempmem, stbr_size_t tempmem_size_in_bytes);


#ifdef __cplusplus
}
#endif

//
//
////   end header file   /////////////////////////////////////////////////////
#endif // STBR_INCLUDE_STB_RESAMPLE_H

#ifdef STB_RESIZE_IMPLEMENTATION

#ifndef STBR_ASSERT
#include <assert.h>
#define STBR_ASSERT(x) assert(x)
#endif

#ifdef STBR_DEBUG
#define STBR_DEBUG_ASSERT STBR_ASSERT
#else
#define STBR_DEBUG_ASSERT
#endif

// If you hit this it means I haven't done it yet.
#define STBR_UNIMPLEMENTED(x) STBR_ASSERT(!(x))


// For memset
#include <string.h>

#include <math.h>

#ifndef STBR_NO_MALLOC
#include <stdlib.h>
#endif


#ifndef _MSC_VER
#ifdef __cplusplus
#define stbr_inline inline
#else
#define stbr_inline
#endif
#else
#define stbr_inline __forceinline
#endif


// should produce compiler error if size is wrong
typedef unsigned char stbr__validate_uint32[sizeof(stbr_uint32) == 4 ? 1 : -1];

#ifdef _MSC_VER
#define STBR_NOTUSED(v)  (void)(v)
#else
#define STBR_NOTUSED(v)  (void)sizeof(v)
#endif

#define STBR_ARRAY_SIZE(a) (sizeof((a))/sizeof((a)[0]))

#define STBR__MAX_UNROLLED_CHANNELS 4

// Kernel function centered at 0
typedef float (stbr__kernel_fn)(float x);

typedef struct
{
	stbr__kernel_fn* kernel;
	float support;
} stbr__filter_info;

// When upsampling, the contributors are which source texels contribute.
// When downsampling, the contributors are which destination texels are contributed to.
typedef struct
{
	int n0; // First contributing texel
	int n1; // Last contributing texel
} stbr__contributors;

typedef struct
{
	const void* input_data;
	int input_w;
	int input_h;
	int input_stride_bytes;

	void* output_data;
	int output_w;
	int output_h;
	int output_stride_bytes;

	int channels;
	stbr_type type;
	stbr_filter filter;
	stbr_edge edge;
	stbr_colorspace colorspace;

	stbr__contributors* horizontal_contributors;
	float* horizontal_coefficients;

	stbr__contributors vertical_contributors;
	float* vertical_coefficients;

	int decode_buffer_texels;
	float* decode_buffer;

	float* horizontal_buffer;

	int ring_buffer_length_bytes; // The length of an individual entry in the ring buffer. The total number of ring buffers is stbr__get_filter_texel_width(filter)
	int ring_buffer_first_scanline;
	int ring_buffer_last_scanline;
	int ring_buffer_begin_index;
	float* ring_buffer;

	float* encode_buffer; // A temporary buffer to store floats so we don't lose precision while we do multiply-adds.
} stbr__info;


static stbr_inline int stbr__min(int a, int b)
{
	return a < b ? a : b;
}

static stbr_inline int stbr__max(int a, int b)
{
	return a > b ? a : b;
}

static stbr_inline float stbr__saturate(float x)
{
	if (x < 0)
		return 0;

	if (x > 1)
		return 1;

	return x;
}

static float stbr__srgb_uchar_to_linear_float[256] = {
	0.000000f, 0.000304f, 0.000607f, 0.000911f, 0.001214f, 0.001518f, 0.001821f, 0.002125f, 0.002428f, 0.002732f, 0.003035f, 0.003347f, 0.003677f, 0.004025f, 0.004391f, 0.004777f, 0.005182f, 0.005605f, 0.006049f, 0.006512f, 0.006995f, 0.007499f, 0.008023f, 0.008568f, 0.009134f, 0.009721f, 0.010330f, 0.010960f, 0.011612f, 0.012286f, 0.012983f, 0.013702f, 0.014444f, 0.015209f, 0.015996f, 0.016807f, 0.017642f, 0.018500f, 0.019382f, 0.020289f, 0.021219f, 0.022174f, 0.023153f, 0.024158f, 0.025187f, 0.026241f, 0.027321f, 0.028426f, 0.029557f, 0.030713f, 0.031896f, 0.033105f, 0.034340f, 0.035601f, 0.036889f, 0.038204f, 0.039546f, 0.040915f, 0.042311f, 0.043735f, 0.045186f, 0.046665f, 0.048172f, 0.049707f, 0.051269f, 0.052861f, 0.054480f, 0.056128f, 0.057805f, 0.059511f, 0.061246f, 0.063010f, 0.064803f, 0.066626f, 0.068478f, 0.070360f, 0.072272f, 0.074214f, 0.076185f, 0.078187f, 0.080220f, 0.082283f, 0.084376f, 0.086500f, 0.088656f, 0.090842f, 0.093059f, 0.095307f, 0.097587f, 0.099899f, 0.102242f, 0.104616f, 0.107023f, 0.109462f, 0.111932f, 0.114435f, 0.116971f, 0.119538f, 0.122139f, 0.124772f, 0.127438f, 0.130136f, 0.132868f, 0.135633f, 0.138432f, 0.141263f, 0.144128f, 0.147027f, 0.149960f, 0.152926f, 0.155926f, 0.158961f, 0.162029f, 0.165132f, 0.168269f, 0.171441f, 0.174647f, 0.177888f, 0.181164f, 0.184475f, 0.187821f, 0.191202f, 0.194618f, 0.198069f, 0.201556f, 0.205079f, 0.208637f, 0.212231f, 0.215861f, 0.219526f, 0.223228f, 0.226966f, 0.230740f, 0.234551f, 0.238398f, 0.242281f, 0.246201f, 0.250158f, 0.254152f, 0.258183f, 0.262251f, 0.266356f, 0.270498f, 0.274677f, 0.278894f, 0.283149f, 0.287441f, 0.291771f, 0.296138f, 0.300544f, 0.304987f, 0.309469f, 0.313989f, 0.318547f, 0.323143f, 0.327778f, 0.332452f, 0.337164f, 0.341914f, 0.346704f, 0.351533f, 0.356400f, 0.361307f, 0.366253f, 0.371238f, 0.376262f, 0.381326f, 0.386430f, 0.391573f, 0.396755f, 0.401978f, 0.407240f, 0.412543f, 0.417885f, 0.423268f, 0.428691f, 0.434154f, 0.439657f, 0.445201f, 0.450786f, 0.456411f, 0.462077f, 0.467784f, 0.473532f, 0.479320f, 0.485150f, 0.491021f, 0.496933f, 0.502887f, 0.508881f, 0.514918f, 0.520996f, 0.527115f, 0.533276f, 0.539480f, 0.545725f, 0.552011f, 0.558340f, 0.564712f, 0.571125f, 0.577581f, 0.584078f, 0.590619f, 0.597202f, 0.603827f, 0.610496f, 0.617207f, 0.623960f, 0.630757f, 0.637597f, 0.644480f, 0.651406f, 0.658375f, 0.665387f, 0.672443f, 0.679543f, 0.686685f, 0.693872f, 0.701102f, 0.708376f, 0.715694f, 0.723055f, 0.730461f, 0.737911f, 0.745404f, 0.752942f, 0.760525f, 0.768151f, 0.775822f, 0.783538f, 0.791298f, 0.799103f, 0.806952f, 0.814847f, 0.822786f, 0.830770f, 0.838799f, 0.846873f, 0.854993f, 0.863157f, 0.871367f, 0.879622f, 0.887923f, 0.896269f, 0.904661f, 0.913099f, 0.921582f, 0.930111f, 0.938686f, 0.947307f, 0.955974f, 0.964686f, 0.973445f, 0.982251f, 0.991102f, 1.0f
};

static unsigned char stbr__linear_uchar_to_srgb_uchar[256] = {
	0, 12, 21, 28, 33, 38, 42, 46, 49, 52, 55, 58, 61, 63, 66, 68, 70, 73, 75, 77, 79, 81, 82, 84, 86, 88, 89, 91, 93, 94, 96, 97, 99, 100, 102, 103, 104, 106, 107, 109, 110, 111, 112, 114, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 151, 152, 153, 154, 155, 156, 157, 157, 158, 159, 160, 161, 161, 162, 163, 164, 165, 165, 166, 167, 168, 168, 169, 170, 171, 171, 172, 173, 174, 174, 175, 176, 176, 177, 178, 179, 179, 180, 181, 181, 182, 183, 183, 184, 185, 185, 186, 187, 187, 188, 189, 189, 190, 191, 191, 192, 193, 193, 194, 194, 195, 196, 196, 197, 197, 198, 199, 199, 200, 201, 201, 202, 202, 203, 204, 204, 205, 205, 206, 206, 207, 208, 208, 209, 209, 210, 210, 211, 212, 212, 213, 213, 214, 214, 215, 215, 216, 217, 217, 218, 218, 219, 219, 220, 220, 221, 221, 222, 222, 223, 223, 224, 224, 225, 226, 226, 227, 227, 228, 228, 229, 229, 230, 230, 231, 231, 232, 232, 233, 233, 234, 234, 235, 235, 236, 236, 237, 237, 237, 238, 238, 239, 239, 240, 240, 241, 241, 242, 242, 243, 243, 244, 244, 245, 245, 245, 246, 246, 247, 247, 248, 248, 249, 249, 250, 250, 251, 251, 251, 252, 252, 253, 253, 254, 254, 255
};

static unsigned char stbr__type_size[] = {
	0,
	1, // STBR_TYPE_UINT8
	2, // STBR_TYPE_UINT16
	4, // STBR_TYPE_UINT32
	4, // STBR_TYPE_FLOAT
};

float stbr__srgb_to_linear(float f)
{
	if (f <= 0.04045f)
		return f / 12.92f;
	else
		return (float)pow((f + 0.055f) / 1.055f, 2.4f);
}

float stbr__linear_to_srgb(float f)
{
	if (f <= 0.0031308f)
		return f * 12.92f;
	else
		return 1.055f * (float)pow(f, 1 / 2.4f) - 0.055f;
}



static float stbr__filter_nearest(float x)
{
	if (x <= -0.5f)
		return 0;
	else if (x > 0.5f)
		return 0;
	else
		return 1;
}

static float stbr__filter_bilinear(float x)
{
	x = (float)fabs(x);

	if (x <= 1.0f)
		return 1 - x;
	else
		return 0;
}

static float stbr__filter_bicubic(float x)
{
	x = (float)fabs(x);

	if (x < 1.0f)
		return 0.66666666666f + x*x*(0.5f*x  - 1);
	else if (x < 2.0f)
		return 1.3333333333f + x*(-2 + x*(1 - 0.16666666f * x));

	return (0.0f);
}

static float stbr__filter_catmullrom(float x)
{
	x = (float)fabs(x);

	if (x < 1.0f)
		return 1 - x*x*(2.5f - 1.5f*x);
	else if (x < 2.0f)
		return 2 - x*(4 + x*(0.5f*x - 2.5f));

	return (0.0f);
}

static float stbr__filter_mitchell(float x)
{
	x = (float)fabs(x);

	if (x < 1.0f)
		return 0.8888888888f + x*x*(1.1666666666666f * x - 2.0f);
	else if (x < 2.0f)
		return 1.777777777777f + x*(-3.3333333333f + x*(2 - 0.3888888888888f*x));

	return (0.0f);
}

static stbr__filter_info stbr__filter_info_table[] = {
		{ NULL,                    0.0f },
		{ stbr__filter_nearest,    0.5f },
		{ stbr__filter_bilinear,   1.0f },
		{ stbr__filter_bicubic,    2.0f },
		{ stbr__filter_catmullrom, 2.0f },
		{ stbr__filter_mitchell,   2.0f },
};

stbr_inline static int stbr__use_width_upsampling_noinfo(int output_w, int input_w)
{
	return output_w > input_w;
}

stbr_inline static int stbr__use_height_upsampling_noinfo(int output_h, int input_h)
{
	return output_h > input_h;
}

stbr_inline static int stbr__use_width_upsampling(stbr__info* stbr_info)
{
	return stbr__use_width_upsampling_noinfo(stbr_info->output_w, stbr_info->input_w);
}

stbr_inline static int stbr__use_height_upsampling(stbr__info* stbr_info)
{
	return stbr__use_height_upsampling_noinfo(stbr_info->output_h, stbr_info->input_h);
}

// This is the maximum number of input samples that can affect an output sample
// with the given filter
stbr_inline static int stbr__get_filter_texel_width(stbr_filter filter, int input_w, int output_w)
{
	STBR_ASSERT(filter != 0);
	STBR_ASSERT(filter < STBR_ARRAY_SIZE(stbr__filter_info_table));

	if (stbr__use_height_upsampling_noinfo(output_w, input_w))
		return (int)ceil(stbr__filter_info_table[filter].support * 2);
	else
		return (int)ceil(stbr__filter_info_table[filter].support * 2 * input_w / output_w);
}

// This is how much to expand buffers to account for filters seeking outside
// the image boundaries.
stbr_inline static int stbr__get_filter_texel_margin(stbr_filter filter, int input_w, int output_w)
{
	return stbr__get_filter_texel_width(filter, input_w, output_w) / 2;
}

stbr_inline static int stbr__get_horizontal_contributors(stbr_filter filter, int input_w, int output_w)
{
	if (stbr__use_width_upsampling_noinfo(output_w, input_w))
		return output_w;
	else
		return (input_w + stbr__get_filter_texel_margin(filter, input_w, output_w) * 2);
}

stbr_inline static int stbr__get_total_coefficients(stbr_filter filter, int input_w, int output_w)
{
	return stbr__get_horizontal_contributors(filter, input_w, output_w) * stbr__get_filter_texel_width(filter, input_w, output_w);
}

stbr_inline static stbr__contributors* stbr__get_contributor(stbr__info* stbr_info, int n)
{
	STBR_DEBUG_ASSERT(n >= 0 && n < stbr__get_horizontal_contributors(stbr_info->filter, stbr_info->input_w, stbr_info->output_w));
	return &stbr_info->horizontal_contributors[n];
}

stbr_inline static float* stbr__get_coefficient(stbr__info* stbr_info, int n, int c)
{
	return &stbr_info->horizontal_coefficients[stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_w, stbr_info->output_w)*n + c];
}

stbr_inline static int stbr__edge_wrap(stbr_edge edge, int n, int max)
{
	switch (edge)
	{
	case STBR_EDGE_CLAMP:
		if (n < 0)
			return 0;

		if (n >= max)
			return max - 1;

		return n;

	case STBR_EDGE_REFLECT:
	{
		if (n < 0)
		{
			if (n < max)
				return -n;
			else
				return max - 1;
		}

		if (n >= max)
		{
			int max2 = max * 2;
			if (n >= max2)
				return 0;
			else
				return max2 - n - 1;
		}

		return n;
	}

	case STBR_EDGE_WRAP:
		if (n >= 0)
			return (n % max);
		else
		{
			int m = (-n) % max;

			if (m != 0)
				m = max - m;

			return (m);
		}

	default:
		STBR_UNIMPLEMENTED("Unimplemented edge type");
		return 0;
	}
}

// What input texels contribute to this output texel?
static void stbr__calculate_sample_range_upsample(int n, float out_filter_radius, float scale_ratio, int* in_first_texel, int* in_last_texel, float* in_center_of_out)
{
	float out_texel_center = (float)n + 0.5f;
	float out_texel_influence_lowerbound = out_texel_center - out_filter_radius;
	float out_texel_influence_upperbound = out_texel_center + out_filter_radius;

	float in_texel_influence_lowerbound = out_texel_influence_lowerbound / scale_ratio;
	float in_texel_influence_upperbound = out_texel_influence_upperbound / scale_ratio;

	*in_center_of_out = out_texel_center / scale_ratio;
	*in_first_texel = (int)(floor(in_texel_influence_lowerbound + 0.5));
	*in_last_texel = (int)(floor(in_texel_influence_upperbound - 0.5));
}

// What output texels does this input texel contribute to?
static void stbr__calculate_sample_range_downsample(int n, float in_pixels_radius, float scale_ratio, int* out_first_texel, int* out_last_texel, float* out_center_of_in)
{
	float in_texel_center = (float)n + 0.5f;
	float in_texel_influence_lowerbound = in_texel_center - in_pixels_radius;
	float in_texel_influence_upperbound = in_texel_center + in_pixels_radius;

	float out_texel_influence_lowerbound = in_texel_influence_lowerbound * scale_ratio;
	float out_texel_influence_upperbound = in_texel_influence_upperbound * scale_ratio;

	*out_center_of_in = in_texel_center * scale_ratio;
	*out_first_texel = (int)(floor(out_texel_influence_lowerbound + 0.5));
	*out_last_texel = (int)(floor(out_texel_influence_upperbound - 0.5));
}

static void stbr__calculate_coefficients_upsample(stbr__info* stbr_info, int in_first_texel, int in_last_texel, float in_center_of_out, stbr__contributors* contributor, float* coefficient_group)
{
	int i;
	float total_filter = 0;
	float filter_scale;
	stbr_filter filter = stbr_info->filter;

	STBR_DEBUG_ASSERT(in_last_texel - in_first_texel <= stbr__get_filter_texel_width(filter, stbr_info->input_w, stbr_info->output_w));
	STBR_DEBUG_ASSERT(in_last_texel < stbr__get_horizontal_contributors(stbr_info->filter, stbr_info->input_w, stbr_info->output_w));

	contributor->n0 = in_first_texel;
	contributor->n1 = in_last_texel;

	STBR_DEBUG_ASSERT(contributor->n1 >= contributor->n0);

	for (i = 0; i <= in_last_texel - in_first_texel; i++)
	{
		float in_texel_center = (float)(i + in_first_texel) + 0.5f;
		total_filter += coefficient_group[i] = stbr__filter_info_table[filter].kernel(in_center_of_out - in_texel_center);
	}

	STBR_DEBUG_ASSERT(total_filter > 0.9);
	STBR_DEBUG_ASSERT(total_filter < 1.1f); // Make sure it's not way off.

	// Make sure the sum of all coefficients is 1.
	filter_scale = 1 / total_filter;

	for (i = 0; i <= in_last_texel - in_first_texel; i++)
		coefficient_group[i] *= filter_scale;
}

static void stbr__calculate_coefficients_downsample(stbr__info* stbr_info, float scale_ratio, int out_first_texel, int out_last_texel, float out_center_of_in, stbr__contributors* contributor, float* coefficient_group)
{
	int i;
	stbr_filter filter = stbr_info->filter;

	STBR_DEBUG_ASSERT(out_last_texel - out_first_texel <= stbr__get_filter_texel_width(filter, stbr_info->input_w, stbr_info->output_w));
	STBR_DEBUG_ASSERT(out_last_texel < stbr__get_horizontal_contributors(stbr_info->filter, stbr_info->input_w, stbr_info->output_w));

	contributor->n0 = out_first_texel;
	contributor->n1 = out_last_texel;

	STBR_DEBUG_ASSERT(contributor->n1 >= contributor->n0);

	for (i = 0; i <= out_last_texel - out_first_texel; i++)
	{
		float in_texel_center = (float)(i + out_first_texel) + 0.5f;
		coefficient_group[i] = stbr__filter_info_table[filter].kernel((out_center_of_in - in_texel_center)/scale_ratio);
	}
}

#ifdef STBR_DEBUG
static void stbr__check_downsample_coefficients(stbr__info* stbr_info)
{
	for (int i = 0; i < stbr_info->output_w; i++)
	{
		float total = 0;
		for (int j = 0; j < stbr__get_horizontal_contributors(stbr_info->filter, stbr_info->input_w, stbr_info->output_w); j++)
		{
			if (i >= stbr_info->horizontal_contributors[j].n0 && i <= stbr_info->horizontal_contributors[j].n1)
			{
				float coefficient = *stbr__get_coefficient(stbr_info, j, i - stbr_info->horizontal_contributors[j].n0);
				total += coefficient;
			}
			else if (i < stbr_info->horizontal_contributors[j].n0)
				break;
		}

		STBR_DEBUG_ASSERT(total > 0.9f);
		STBR_DEBUG_ASSERT(total <= 1.0f + 1.0f / (pow(2.0f, 8.0f * stbr__type_size[stbr_info->type]) - 1));
	}
}
#endif

// Each scan line uses the same kernel values so we should calculate the kernel
// values once and then we can use them for every scan line.
static void stbr__calculate_horizontal_filters(stbr__info* stbr_info)
{
	int n;
	float scale_ratio = (float)stbr_info->output_w / stbr_info->input_w;

	int total_contributors = stbr__get_horizontal_contributors(stbr_info->filter, stbr_info->input_w, stbr_info->output_w);

	if (stbr__use_width_upsampling(stbr_info))
	{
		float out_pixels_radius = stbr__filter_info_table[stbr_info->filter].support * scale_ratio;

		// Looping through out texels
		for (n = 0; n < total_contributors; n++)
		{
			float in_center_of_out; // Center of the current out texel in the in texel space
			int in_first_texel, in_last_texel;

			stbr__calculate_sample_range_upsample(n, out_pixels_radius, scale_ratio, &in_first_texel, &in_last_texel, &in_center_of_out);

			stbr__calculate_coefficients_upsample(stbr_info, in_first_texel, in_last_texel, in_center_of_out, stbr__get_contributor(stbr_info, n), stbr__get_coefficient(stbr_info, n, 0));
		}
	}
	else
	{
		float in_pixels_radius = stbr__filter_info_table[stbr_info->filter].support / scale_ratio;

		// Looping through in texels
		for (n = 0; n < total_contributors; n++)
		{
			float out_center_of_in; // Center of the current out texel in the in texel space
			int out_first_texel, out_last_texel;
			int n_adjusted = n - stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w);

			stbr__calculate_sample_range_downsample(n_adjusted, in_pixels_radius, scale_ratio, &out_first_texel, &out_last_texel, &out_center_of_in);

			stbr__calculate_coefficients_downsample(stbr_info, scale_ratio, out_first_texel, out_last_texel, out_center_of_in, stbr__get_contributor(stbr_info, n), stbr__get_coefficient(stbr_info, n, 0));
		}

#ifdef STBR_DEBUG
		stbr__check_downsample_coefficients(stbr_info);
#endif
	}
}

static float* stbr__get_decode_buffer(stbr__info* stbr_info)
{
	// The 0 index of the decode buffer starts after the margin. This makes
	// it okay to use negative indexes on the decode buffer.
	return &stbr_info->decode_buffer[stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w) * stbr_info->channels];
}

#define STBR__DECODE(type, colorspace) ((type) * (STBR_MAX_COLORSPACES) + (colorspace))

static void stbr__decode_scanline(stbr__info* stbr_info, int n)
{
	int x;
	int channels = stbr_info->channels;
	int type = stbr_info->type;
	int colorspace = stbr_info->colorspace;
	int input_w = stbr_info->input_w;
	int input_stride = stbr_info->input_stride_bytes / stbr__type_size[stbr_info->type];
	const void* input_data = stbr_info->input_data;
	float* decode_buffer = stbr__get_decode_buffer(stbr_info);
	stbr_edge edge = stbr_info->edge;
	int in_buffer_row_index = stbr__edge_wrap(edge, n, stbr_info->input_h) * input_stride;
	int max_x = input_w + stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w);
	int decode = STBR__DECODE(type, colorspace);

	for (x = -stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w); x < max_x; x++)
	{
		int decode_texel_index = x * channels;
		int input_texel_index = in_buffer_row_index + stbr__edge_wrap(edge, x, input_w) * channels;

		switch (decode)
		{
		case STBR__DECODE(STBR_TYPE_UINT8, STBR_COLORSPACE_LINEAR):
			for (int n = 0; n < channels; n++)
				decode_buffer[decode_texel_index + n] = ((float)((const unsigned char*)input_data)[input_texel_index + n]) / 255;
			break;

		case STBR__DECODE(STBR_TYPE_UINT8, STBR_COLORSPACE_SRGB):
			for (int n = 0; n < channels; n++)
				decode_buffer[decode_texel_index + n] = stbr__srgb_uchar_to_linear_float[((const unsigned char*)input_data)[input_texel_index + n]];
			break;

		case STBR__DECODE(STBR_TYPE_UINT16, STBR_COLORSPACE_LINEAR):
			for (int n = 0; n < channels; n++)
				decode_buffer[decode_texel_index + n] = ((float)((const unsigned short*)input_data)[input_texel_index + n]) / 65535;
			break;

		case STBR__DECODE(STBR_TYPE_UINT16, STBR_COLORSPACE_SRGB):
			for (int n = 0; n < channels; n++)
				decode_buffer[decode_texel_index + n] = stbr__srgb_to_linear(((float)((const unsigned short*)input_data)[input_texel_index + n]) / 65535);
			break;

		case STBR__DECODE(STBR_TYPE_UINT32, STBR_COLORSPACE_LINEAR):
			for (int n = 0; n < channels; n++)
				decode_buffer[decode_texel_index + n] = (float)(((double)((const unsigned int*)input_data)[input_texel_index + n]) / 4294967295);
			break;

		case STBR__DECODE(STBR_TYPE_UINT32, STBR_COLORSPACE_SRGB):
			for (int n = 0; n < channels; n++)
				decode_buffer[decode_texel_index + n] = stbr__srgb_to_linear((float)(((double)((const unsigned int*)input_data)[input_texel_index + n]) / 4294967295));
			break;

		case STBR__DECODE(STBR_TYPE_FLOAT, STBR_COLORSPACE_LINEAR):
			for (int n = 0; n < channels; n++)
				decode_buffer[decode_texel_index + n] = ((const float*)input_data)[input_texel_index + n];
			break;

		case STBR__DECODE(STBR_TYPE_FLOAT, STBR_COLORSPACE_SRGB):
			for (int n = 0; n < channels; n++)
				decode_buffer[decode_texel_index + n] = stbr__srgb_to_linear(((const float*)input_data)[input_texel_index + n]);
			break;

		default:
			STBR_UNIMPLEMENTED("Unknown type/colorspace/channels combination.");
			break;
		}
	}
}

static float* stbr__get_ring_buffer_entry(float* ring_buffer, int index, int ring_buffer_length)
{
	return &ring_buffer[index * ring_buffer_length];
}

static float* stbr__add_empty_ring_buffer_entry(stbr__info* stbr_info, int n)
{
	int ring_buffer_index;
	float* ring_buffer;

	if (stbr_info->ring_buffer_begin_index < 0)
	{
		ring_buffer_index = stbr_info->ring_buffer_begin_index = 0;
		stbr_info->ring_buffer_first_scanline = n;
	}
	else
	{
		ring_buffer_index = (stbr_info->ring_buffer_begin_index + (stbr_info->ring_buffer_last_scanline - stbr_info->ring_buffer_first_scanline) + 1) % stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_h, stbr_info->output_h);
		STBR_DEBUG_ASSERT(ring_buffer_index != stbr_info->ring_buffer_begin_index);
	}

	ring_buffer = stbr__get_ring_buffer_entry(stbr_info->ring_buffer, ring_buffer_index, stbr_info->ring_buffer_length_bytes / sizeof(float));
	memset(ring_buffer, 0, stbr_info->ring_buffer_length_bytes);

	stbr_info->ring_buffer_last_scanline = n;

	return ring_buffer;
}


static void stbr__resample_horizontal_upsample(stbr__info* stbr_info, int n, float* output_buffer)
{
	int x, k;
	int output_w = stbr_info->output_w;
	int kernel_texel_width = stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_w, stbr_info->output_w);
	int channels = stbr_info->channels;
	float* decode_buffer = stbr__get_decode_buffer(stbr_info);
	stbr__contributors* horizontal_contributors = stbr_info->horizontal_contributors;
	float* horizontal_coefficients = stbr_info->horizontal_coefficients;

	for (x = 0; x < output_w; x++)
	{
		int n0 = horizontal_contributors[x].n0;
		int n1 = horizontal_contributors[x].n1;

		int out_texel_index = x * channels;
		int coefficient_group_index = x * kernel_texel_width;
		int coefficient_counter = 0;

		STBR_DEBUG_ASSERT(n1 >= n0);
		STBR_DEBUG_ASSERT(n0 >= -stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w));
		STBR_DEBUG_ASSERT(n1 >= -stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w));
		STBR_DEBUG_ASSERT(n0 < stbr_info->input_w + stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w));
		STBR_DEBUG_ASSERT(n1 < stbr_info->input_w + stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w));

		for (k = n0; k <= n1; k++)
		{
			int coefficient_index = coefficient_group_index + (coefficient_counter++);
			int in_texel_index = k * channels;
			float coefficient = horizontal_coefficients[coefficient_index];

			int c;
			for (c = 0; c < channels; c++)
				output_buffer[out_texel_index + c] += decode_buffer[in_texel_index + c] * coefficient;
		}
	}
}

static void stbr__resample_horizontal_downsample(stbr__info* stbr_info, int n, float* output_buffer)
{
	int x, k;
	int input_w = stbr_info->input_w;
	int output_w = stbr_info->output_w;
	int kernel_texel_width = stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_w, stbr_info->output_w);
	int channels = stbr_info->channels;
	float* decode_buffer = stbr__get_decode_buffer(stbr_info);
	stbr__contributors* horizontal_contributors = stbr_info->horizontal_contributors;
	float* horizontal_coefficients = stbr_info->horizontal_coefficients;
	int filter_texel_margin = stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_w, stbr_info->output_w);
	int max_x = input_w + filter_texel_margin * 2;

	STBR_DEBUG_ASSERT(!stbr__use_width_upsampling(stbr_info));

	for (x = 0; x < max_x; x++)
	{
		int n0 = horizontal_contributors[x].n0;
		int n1 = horizontal_contributors[x].n1;

		int in_x = x - filter_texel_margin;
		int in_texel_index = in_x * channels;
		int max_n = stbr__min(n1, output_w-1);
		int coefficient_group = x*kernel_texel_width;

		STBR_DEBUG_ASSERT(n1 >= n0);

		// Using min and max to avoid writing into invalid texels.
		for (k = stbr__max(n0, 0); k <= max_n; k++)
		{
			int coefficient_index = (k - n0) + coefficient_group;
			int out_texel_index = k * channels;
			float coefficient = horizontal_coefficients[coefficient_index];

			int c;
			for (c = 0; c < channels; c++)
				output_buffer[out_texel_index + c] += decode_buffer[in_texel_index + c] * coefficient;
		}
	}
}

static void stbr__decode_and_resample_upsample(stbr__info* stbr_info, int n)
{
	// Decode the nth scanline from the source image into the decode buffer.
	stbr__decode_scanline(stbr_info, n);

	// Now resample it into the ring buffer.
	if (stbr__use_width_upsampling(stbr_info))
		stbr__resample_horizontal_upsample(stbr_info, n, stbr__add_empty_ring_buffer_entry(stbr_info, n));
	else
		stbr__resample_horizontal_downsample(stbr_info, n, stbr__add_empty_ring_buffer_entry(stbr_info, n));

	// Now it's sitting in the ring buffer ready to be used as source for the vertical sampling.
}

static void stbr__decode_and_resample_downsample(stbr__info* stbr_info, int n)
{
	// Decode the nth scanline from the source image into the decode buffer.
	stbr__decode_scanline(stbr_info, n);

	memset(stbr_info->horizontal_buffer, 0, stbr_info->output_w * stbr_info->channels * sizeof(float));

	// Now resample it into the horizontal buffer.
	if (stbr__use_width_upsampling(stbr_info))
		stbr__resample_horizontal_upsample(stbr_info, n, stbr_info->horizontal_buffer);
	else
		stbr__resample_horizontal_downsample(stbr_info, n, stbr_info->horizontal_buffer);

	// Now it's sitting in the horizontal buffer ready to be distributed into the ring buffers.
}

// Get the specified scan line from the ring buffer.
static float* stbr__get_ring_buffer_scanline(int get_scanline, float* ring_buffer, int begin_index, int first_scanline, int ring_buffer_size, int ring_buffer_length)
{
	int ring_buffer_index = (begin_index + (get_scanline - first_scanline)) % ring_buffer_size;
	return stbr__get_ring_buffer_entry(ring_buffer, ring_buffer_index, ring_buffer_length);
}


static stbr_inline void stbr__encode_scanline(void* output_buffer, int output_texel_index, float* encode_buffer, int encode_texel_index, int channels, int decode)
{
	switch (decode)
	{
	case STBR__DECODE(STBR_TYPE_UINT8, STBR_COLORSPACE_LINEAR):
		for (int n = 0; n < channels; n++)
			((unsigned char*)output_buffer)[output_texel_index + n] = (unsigned char)(stbr__saturate(encode_buffer[encode_texel_index + n]) * 255);
		break;

	case STBR__DECODE(STBR_TYPE_UINT8, STBR_COLORSPACE_SRGB):
		for (int n = 0; n < channels; n++)
			((unsigned char*)output_buffer)[output_texel_index + n] = stbr__linear_uchar_to_srgb_uchar[(unsigned char)(stbr__saturate(encode_buffer[encode_texel_index + n]) * 255)];
		break;

	case STBR__DECODE(STBR_TYPE_UINT16, STBR_COLORSPACE_LINEAR):
		for (int n = 0; n < channels; n++)
			((unsigned short*)output_buffer)[output_texel_index + n] = (unsigned short)(stbr__saturate(encode_buffer[encode_texel_index + n]) * 65535);
		break;

	case STBR__DECODE(STBR_TYPE_UINT16, STBR_COLORSPACE_SRGB):
		for (int n = 0; n < channels; n++)
			((unsigned short*)output_buffer)[output_texel_index + n] = (unsigned short)(stbr__linear_to_srgb(stbr__saturate(encode_buffer[encode_texel_index + n])) * 65535);
		break;

	case STBR__DECODE(STBR_TYPE_UINT32, STBR_COLORSPACE_LINEAR):
		for (int n = 0; n < channels; n++)
			((unsigned int*)output_buffer)[output_texel_index + n] = (unsigned int)(((double)stbr__saturate(encode_buffer[encode_texel_index + n])) * 4294967295);
		break;

	case STBR__DECODE(STBR_TYPE_UINT32, STBR_COLORSPACE_SRGB):
		for (int n = 0; n < channels; n++)
			((unsigned int*)output_buffer)[output_texel_index + n] = (unsigned int)(((double)stbr__linear_to_srgb(stbr__saturate(encode_buffer[encode_texel_index + n]))) * 4294967295);
		break;

	case STBR__DECODE(STBR_TYPE_FLOAT, STBR_COLORSPACE_LINEAR):
		for (int n = 0; n < channels; n++)
			((float*)output_buffer)[output_texel_index + n] = stbr__saturate(encode_buffer[encode_texel_index + n]);
		break;

	case STBR__DECODE(STBR_TYPE_FLOAT, STBR_COLORSPACE_SRGB):
		for (int n = 0; n < channels; n++)
			((float*)output_buffer)[output_texel_index + n] = stbr__linear_to_srgb(stbr__saturate(encode_buffer[encode_texel_index + n]));
		break;

	default:
		STBR_UNIMPLEMENTED("Unknown type/colorspace/channels combination.");
		break;
	}
}

static void stbr__resample_vertical_upsample(stbr__info* stbr_info, int n, int in_first_scanline, int in_last_scanline, float in_center_of_out)
{
	int x, k;
	int output_w = stbr_info->output_w;
	stbr__contributors* vertical_contributors = &stbr_info->vertical_contributors;
	float* vertical_coefficients = stbr_info->vertical_coefficients;
	int channels = stbr_info->channels;
	int type = stbr_info->type;
	int colorspace = stbr_info->colorspace;
	int kernel_texel_width = stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_h, stbr_info->output_h);
	void* output_data = stbr_info->output_data;
	float* encode_buffer = stbr_info->encode_buffer;
	int decode = STBR__DECODE(type, colorspace);

	float* ring_buffer = stbr_info->ring_buffer;
	int ring_buffer_begin_index = stbr_info->ring_buffer_begin_index;
	int ring_buffer_first_scanline = stbr_info->ring_buffer_first_scanline;
	int ring_buffer_last_scanline = stbr_info->ring_buffer_last_scanline;
	int ring_buffer_length = stbr_info->ring_buffer_length_bytes/sizeof(float);

	stbr__calculate_coefficients_upsample(stbr_info, in_first_scanline, in_last_scanline, in_center_of_out, vertical_contributors, vertical_coefficients);

	int n0 = vertical_contributors->n0;
	int n1 = vertical_contributors->n1;

	int output_row_index = n * stbr_info->output_stride_bytes / stbr__type_size[type];

	STBR_DEBUG_ASSERT(stbr__use_height_upsampling(stbr_info));
	STBR_DEBUG_ASSERT(n0 >= in_first_scanline);
	STBR_DEBUG_ASSERT(n1 <= in_last_scanline);

	for (x = 0; x < output_w; x++)
	{
		int in_texel_index = x * channels;
		int out_texel_index = output_row_index + x * channels;
		int coefficient_counter = 0;

		STBR_DEBUG_ASSERT(n1 >= n0);

		memset(encode_buffer, 0, sizeof(float) * channels);

		for (k = n0; k <= n1; k++)
		{
			int coefficient_index = coefficient_counter++;
			float* ring_buffer_entry = stbr__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, kernel_texel_width, ring_buffer_length);
			float coefficient = vertical_coefficients[coefficient_index];

			int c;
			for (c = 0; c < channels; c++)
				encode_buffer[c] += ring_buffer_entry[in_texel_index + c] * coefficient;
		}

		stbr__encode_scanline(output_data, out_texel_index, encode_buffer, 0, channels, decode);
	}
}

static void stbr__resample_vertical_downsample(stbr__info* stbr_info, int n, int in_first_scanline, int in_last_scanline, float in_center_of_out)
{
	int x, k;
	int output_w = stbr_info->output_w;
	int output_h = stbr_info->output_h;
	stbr__contributors* vertical_contributors = &stbr_info->vertical_contributors;
	float* vertical_coefficients = stbr_info->vertical_coefficients;
	int channels = stbr_info->channels;
	int kernel_texel_width = stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_h, stbr_info->output_h);
	void* output_data = stbr_info->output_data;
	float* horizontal_buffer = stbr_info->horizontal_buffer;

	float* ring_buffer = stbr_info->ring_buffer;
	int ring_buffer_begin_index = stbr_info->ring_buffer_begin_index;
	int ring_buffer_first_scanline = stbr_info->ring_buffer_first_scanline;
	int ring_buffer_last_scanline = stbr_info->ring_buffer_last_scanline;
	int ring_buffer_length = stbr_info->ring_buffer_length_bytes/sizeof(float);

	stbr__calculate_coefficients_downsample(stbr_info, (float)stbr_info->output_h / stbr_info->input_h, in_first_scanline, in_last_scanline, in_center_of_out, vertical_contributors, vertical_coefficients);

	int n0 = vertical_contributors->n0;
	int n1 = vertical_contributors->n1;
	int max_n = stbr__min(n1, output_h - 1);

	STBR_DEBUG_ASSERT(!stbr__use_height_upsampling(stbr_info));
	STBR_DEBUG_ASSERT(n0 >= in_first_scanline);
	STBR_DEBUG_ASSERT(n1 <= in_last_scanline);
	STBR_DEBUG_ASSERT(n1 >= n0);

	// Using min and max to avoid writing into ring buffers that will be thrown out.
	for (k = stbr__max(n0, 0); k <= max_n; k++)
	{
		int coefficient_index = k - n0;

		float* ring_buffer_entry = stbr__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, kernel_texel_width, ring_buffer_length);
		float coefficient = vertical_coefficients[coefficient_index];

		for (x = 0; x < output_w; x++)
		{
			int in_texel_index = x * channels;

			int c;
			for (c = 0; c < channels; c++)
				ring_buffer_entry[in_texel_index + c] += horizontal_buffer[in_texel_index + c] * coefficient;
		}
	}
}

static void stbr__buffer_loop_upsample(stbr__info* stbr_info)
{
	int y;
	float scale_ratio = (float)stbr_info->output_h / stbr_info->input_h;
	float out_scanlines_radius = stbr__filter_info_table[stbr_info->filter].support * scale_ratio;

	STBR_DEBUG_ASSERT(stbr__use_height_upsampling(stbr_info));

	for (y = 0; y < stbr_info->output_h; y++)
	{
		float in_center_of_out = 0; // Center of the current out scanline in the in scanline space
		int in_first_scanline = 0, in_last_scanline = 0;

		stbr__calculate_sample_range_upsample(y, out_scanlines_radius, scale_ratio, &in_first_scanline, &in_last_scanline, &in_center_of_out);

		STBR_DEBUG_ASSERT(in_last_scanline - in_first_scanline <= stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_h, stbr_info->output_h));
		STBR_DEBUG_ASSERT(in_first_scanline >= -stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_h, stbr_info->output_h));
		STBR_DEBUG_ASSERT(in_last_scanline < stbr_info->input_w + stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_h, stbr_info->output_h));

		if (stbr_info->ring_buffer_begin_index >= 0)
		{
			// Get rid of whatever we don't need anymore.
			while (in_first_scanline > stbr_info->ring_buffer_first_scanline)
			{
				if (stbr_info->ring_buffer_first_scanline == stbr_info->ring_buffer_last_scanline)
				{
					// We just popped the last scanline off the ring buffer.
					// Reset it to the empty state.
					stbr_info->ring_buffer_begin_index = -1;
					stbr_info->ring_buffer_first_scanline = 0;
					stbr_info->ring_buffer_last_scanline = 0;
					break;
				}
				else
				{
					stbr_info->ring_buffer_first_scanline++;
					stbr_info->ring_buffer_begin_index = (stbr_info->ring_buffer_begin_index + 1) % stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_h, stbr_info->output_h);
				}
			}
		}

		// Load in new ones.
		if (stbr_info->ring_buffer_begin_index < 0)
			stbr__decode_and_resample_upsample(stbr_info, in_first_scanline);

		while (in_last_scanline > stbr_info->ring_buffer_last_scanline)
			stbr__decode_and_resample_upsample(stbr_info, stbr_info->ring_buffer_last_scanline + 1);

		// Now all buffers should be ready to write a row of vertical sampling.
		stbr__resample_vertical_upsample(stbr_info, y, in_first_scanline, in_last_scanline, in_center_of_out);
	}
}

static void stbr__empty_ring_buffer(stbr__info* stbr_info, int first_necessary_scanline)
{
	int output_stride = stbr_info->output_stride_bytes / stbr__type_size[stbr_info->type];
	int channels = stbr_info->channels;
	int type = stbr_info->type;
	int colorspace = stbr_info->colorspace;
	int output_w = stbr_info->output_w;
	void* output_data = stbr_info->output_data;
	int decode = STBR__DECODE(type, colorspace);

	float* ring_buffer = stbr_info->ring_buffer;
	int ring_buffer_length = stbr_info->ring_buffer_length_bytes/sizeof(float);

	if (stbr_info->ring_buffer_begin_index >= 0)
	{
		// Get rid of whatever we don't need anymore.
		while (first_necessary_scanline > stbr_info->ring_buffer_first_scanline)
		{
			if (stbr_info->ring_buffer_first_scanline >= 0 && stbr_info->ring_buffer_first_scanline < stbr_info->output_h)
			{
				int x;
				int output_row = stbr_info->ring_buffer_first_scanline * output_stride;
				float* ring_buffer_entry = stbr__get_ring_buffer_entry(ring_buffer, stbr_info->ring_buffer_begin_index, ring_buffer_length);

				for (x = 0; x < output_w; x++)
				{
					int texel_index = x * channels;
					int ring_texel_index = texel_index;
					int output_texel_index = output_row + texel_index;

					stbr__encode_scanline(output_data, output_texel_index, ring_buffer_entry, ring_texel_index, channels, decode);
				}
			}

			if (stbr_info->ring_buffer_first_scanline == stbr_info->ring_buffer_last_scanline)
			{
				// We just popped the last scanline off the ring buffer.
				// Reset it to the empty state.
				stbr_info->ring_buffer_begin_index = -1;
				stbr_info->ring_buffer_first_scanline = 0;
				stbr_info->ring_buffer_last_scanline = 0;
				break;
			}
			else
			{
				stbr_info->ring_buffer_first_scanline++;
				stbr_info->ring_buffer_begin_index = (stbr_info->ring_buffer_begin_index + 1) % stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_h, stbr_info->output_h);
			}
		}
	}
}

static void stbr__buffer_loop_downsample(stbr__info* stbr_info)
{
	int y;
	float scale_ratio = (float)stbr_info->output_h / stbr_info->input_h;
	float in_pixels_radius = stbr__filter_info_table[stbr_info->filter].support / scale_ratio;
	int max_y = stbr_info->input_h + stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_h, stbr_info->output_h);

	STBR_DEBUG_ASSERT(!stbr__use_height_upsampling(stbr_info));

	for (y = -stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_h, stbr_info->output_h); y < max_y; y++)
	{
		float out_center_of_in; // Center of the current out scanline in the in scanline space
		int out_first_scanline, out_last_scanline;

		stbr__calculate_sample_range_downsample(y, in_pixels_radius, scale_ratio, &out_first_scanline, &out_last_scanline, &out_center_of_in);

		STBR_DEBUG_ASSERT(out_last_scanline - out_first_scanline <= stbr__get_filter_texel_width(stbr_info->filter, stbr_info->input_h, stbr_info->output_h));
		STBR_DEBUG_ASSERT(out_first_scanline >= -2 * stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_h, stbr_info->output_h));
		STBR_DEBUG_ASSERT(out_last_scanline < stbr_info->input_w + 2 * stbr__get_filter_texel_margin(stbr_info->filter, stbr_info->input_h, stbr_info->output_h));

		stbr__empty_ring_buffer(stbr_info, out_first_scanline);

		stbr__decode_and_resample_downsample(stbr_info, y);

		// Load in new ones.
		if (stbr_info->ring_buffer_begin_index < 0)
			stbr__add_empty_ring_buffer_entry(stbr_info, out_first_scanline);

		while (out_last_scanline > stbr_info->ring_buffer_last_scanline)
			stbr__add_empty_ring_buffer_entry(stbr_info, stbr_info->ring_buffer_last_scanline + 1);

		// Now the horizontal buffer is ready to write to all ring buffer rows.
		stbr__resample_vertical_downsample(stbr_info, y, out_first_scanline, out_last_scanline, out_center_of_in);
	}

	stbr__empty_ring_buffer(stbr_info, stbr_info->output_h);
}

STBRDEF int stbr_resize_arbitrary(const void* input_data, int input_w, int input_h, int input_stride_in_bytes,
	void* output_data, int output_w, int output_h, int output_stride_in_bytes,
	int channels, stbr_type type, stbr_filter filter, stbr_edge edge, stbr_colorspace colorspace,
	void* tempmem, stbr_size_t tempmem_size_in_bytes)
{
	int width_stride_input = input_stride_in_bytes ? input_stride_in_bytes : channels * input_w * stbr__type_size[type];
	int width_stride_output = output_stride_in_bytes ? output_stride_in_bytes : channels * output_w * stbr__type_size[type];

#ifdef STBR_DEBUG_OVERWRITE_TEST
#define OVERWRITE_ARRAY_SIZE 8
	unsigned char overwrite_output_before_pre[OVERWRITE_ARRAY_SIZE];
	unsigned char overwrite_tempmem_before_pre[OVERWRITE_ARRAY_SIZE];
	unsigned char overwrite_output_after_pre[OVERWRITE_ARRAY_SIZE];
	unsigned char overwrite_tempmem_after_pre[OVERWRITE_ARRAY_SIZE];

	stbr_size_t begin_forbidden = width_stride_output * (output_h - 1) + output_w * channels * stbr__type_size[type];
	memcpy(overwrite_output_before_pre, &((unsigned char*)output_data)[-OVERWRITE_ARRAY_SIZE], OVERWRITE_ARRAY_SIZE);
	memcpy(overwrite_output_after_pre, &((unsigned char*)output_data)[begin_forbidden], OVERWRITE_ARRAY_SIZE);
	memcpy(overwrite_tempmem_before_pre, &((unsigned char*)tempmem)[-OVERWRITE_ARRAY_SIZE], OVERWRITE_ARRAY_SIZE);
	memcpy(overwrite_tempmem_after_pre, &((unsigned char*)tempmem)[tempmem_size_in_bytes], OVERWRITE_ARRAY_SIZE);
#endif

	STBR_ASSERT(filter != 0);
	STBR_ASSERT(filter < STBR_ARRAY_SIZE(stbr__filter_info_table));

	if (!tempmem)
		return 0;

	if (tempmem_size_in_bytes < stbr_calculate_memory(input_w, input_h, output_w, output_h, channels, filter))
		return 0;

	memset(tempmem, 0, tempmem_size_in_bytes);

	stbr__info* stbr_info = (stbr__info*)tempmem;

	stbr_info->input_data = input_data;
	stbr_info->input_w = input_w;
	stbr_info->input_h = input_h;
	stbr_info->input_stride_bytes = width_stride_input;

	stbr_info->output_data = output_data;
	stbr_info->output_w = output_w;
	stbr_info->output_h = output_h;
	stbr_info->output_stride_bytes = width_stride_output;

	stbr_info->channels = channels;
	stbr_info->type = type;
	stbr_info->filter = filter;
	stbr_info->edge = edge;
	stbr_info->colorspace = colorspace;

	stbr_info->ring_buffer_length_bytes = output_w * channels * sizeof(float);
	stbr_info->decode_buffer_texels = input_w + stbr__get_filter_texel_margin(filter, input_w, output_w) * 2;

#define STBR__NEXT_MEMPTR(current, old, newtype) (newtype*)(((unsigned char*)current) + old)

	stbr_info->horizontal_contributors = STBR__NEXT_MEMPTR(stbr_info, sizeof(stbr__info), stbr__contributors);
	stbr_info->horizontal_coefficients = STBR__NEXT_MEMPTR(stbr_info->horizontal_contributors, stbr__get_horizontal_contributors(filter, input_w, output_w) * sizeof(stbr__contributors), float);
	stbr_info->vertical_coefficients = STBR__NEXT_MEMPTR(stbr_info->horizontal_coefficients, stbr__get_total_coefficients(filter, input_w, output_w) * sizeof(float), float);
	stbr_info->decode_buffer = STBR__NEXT_MEMPTR(stbr_info->vertical_coefficients, stbr__get_filter_texel_width(filter, input_h, output_h) * sizeof(float), float);

	if (stbr__use_height_upsampling(stbr_info))
	{
		stbr_info->horizontal_buffer = NULL;
		stbr_info->ring_buffer = STBR__NEXT_MEMPTR(stbr_info->decode_buffer, stbr_info->decode_buffer_texels * channels * sizeof(float), float);
		stbr_info->encode_buffer = STBR__NEXT_MEMPTR(stbr_info->ring_buffer, stbr_info->ring_buffer_length_bytes * stbr__get_filter_texel_width(filter, input_h, output_h), float);

		STBR_DEBUG_ASSERT((size_t)STBR__NEXT_MEMPTR(stbr_info->encode_buffer, stbr_info->channels * sizeof(float), unsigned char) == (size_t)tempmem + tempmem_size_in_bytes);
	}
	else
	{
		stbr_info->horizontal_buffer = STBR__NEXT_MEMPTR(stbr_info->decode_buffer, stbr_info->decode_buffer_texels * channels * sizeof(float), float);
		stbr_info->ring_buffer = STBR__NEXT_MEMPTR(stbr_info->horizontal_buffer, output_w * channels * sizeof(float), float);
		stbr_info->encode_buffer = NULL;

		STBR_DEBUG_ASSERT((size_t)STBR__NEXT_MEMPTR(stbr_info->ring_buffer, stbr_info->ring_buffer_length_bytes * stbr__get_filter_texel_width(filter, input_h, output_h), unsigned char) == (size_t)tempmem + tempmem_size_in_bytes);
	}

#undef STBR__NEXT_MEMPTR

	// This signals that the ring buffer is empty
	stbr_info->ring_buffer_begin_index = -1;

	stbr__calculate_horizontal_filters(stbr_info);

	if (stbr__use_height_upsampling(stbr_info))
		stbr__buffer_loop_upsample(stbr_info);
	else
		stbr__buffer_loop_downsample(stbr_info);

#ifdef STBR_DEBUG_OVERWRITE_TEST
	STBR_DEBUG_ASSERT(memcmp(overwrite_output_before_pre, &((unsigned char*)output_data)[-OVERWRITE_ARRAY_SIZE], OVERWRITE_ARRAY_SIZE) == 0);
	STBR_DEBUG_ASSERT(memcmp(overwrite_output_after_pre, &((unsigned char*)output_data)[begin_forbidden], OVERWRITE_ARRAY_SIZE) == 0);
	STBR_DEBUG_ASSERT(memcmp(overwrite_tempmem_before_pre, &((unsigned char*)tempmem)[-OVERWRITE_ARRAY_SIZE], OVERWRITE_ARRAY_SIZE) == 0);
	STBR_DEBUG_ASSERT(memcmp(overwrite_tempmem_after_pre, &((unsigned char*)tempmem)[tempmem_size_in_bytes], OVERWRITE_ARRAY_SIZE) == 0);
#endif

	return 1;
}


STBRDEF stbr_size_t stbr_calculate_memory(int input_w, int input_h, int output_w, int output_h, int channels, stbr_filter filter)
{
	STBR_ASSERT(filter != 0);
	STBR_ASSERT(filter < STBR_ARRAY_SIZE(stbr__filter_info_table));

	int texel_margin = stbr__get_filter_texel_margin(filter, input_w, output_w);

	int info_size = sizeof(stbr__info);
	int contributors_size = stbr__get_horizontal_contributors(filter, input_w, output_w) * sizeof(stbr__contributors);
	int horizontal_coefficients_size = stbr__get_total_coefficients(filter, input_w, output_w) * sizeof(float);
	int vertical_coefficients_size = stbr__get_filter_texel_width(filter, input_h, output_h) * sizeof(float);
	int decode_buffer_size = (input_w + texel_margin*2) * channels * sizeof(float);
	int horizontal_buffer_size = output_w * channels * sizeof(float);
	int ring_buffer_size = output_w * channels * sizeof(float) * stbr__get_filter_texel_width(filter, input_h, output_h);
	int encode_buffer_size = channels * sizeof(float);

	if (stbr__use_height_upsampling_noinfo(output_h, input_h))
		// The horizontal buffer is for when we're downsampling the height and we
		// can't output the result of sampling the decode buffer directly into the
		// ring buffers.
		horizontal_buffer_size = 0;
	else
		// The encode buffer is to retain precision in the height upsampling method
		// and isn't used when height downsampling.
		encode_buffer_size = 0;

	return info_size + contributors_size + horizontal_coefficients_size + vertical_coefficients_size + decode_buffer_size + horizontal_buffer_size + ring_buffer_size + encode_buffer_size;
}

#ifndef STBR_NO_MALLOC

STBRDEF int stbr_resize_srgb_uint8(const stbr_uint8* input_data, int input_w, int input_h,
	stbr_uint8* output_data, int output_w, int output_h,
	int channels, stbr_filter filter, stbr_edge edge)
{
	size_t memory_required = stbr_calculate_memory(input_w, input_h, output_w, output_h, channels, filter);
	void* extra_memory = malloc(memory_required);

	if (!extra_memory)
		return 0;

	int result = stbr_resize_arbitrary(input_data, input_w, input_h, 0, output_data, output_w, output_h, 0, channels, STBR_TYPE_UINT8, filter, edge, STBR_COLORSPACE_SRGB, extra_memory, memory_required);

	free(extra_memory);

	return result;
}

STBRDEF int stbr_resize_srgb_uint16(const stbr_uint16* input_data, int input_w, int input_h,
	stbr_uint16* output_data, int output_w, int output_h,
	int channels, stbr_filter filter, stbr_edge edge)
{
	size_t memory_required = stbr_calculate_memory(input_w, input_h, output_w, output_h, channels, filter);
	void* extra_memory = malloc(memory_required);

	if (!extra_memory)
		return 0;

	int result = stbr_resize_arbitrary(input_data, input_w, input_h, 0, output_data, output_w, output_h, 0, channels, STBR_TYPE_UINT16, filter, edge, STBR_COLORSPACE_SRGB, extra_memory, memory_required);

	free(extra_memory);

	return result;
}

STBRDEF int stbr_resize_srgb_uint32(const stbr_uint32* input_data, int input_w, int input_h,
	stbr_uint32* output_data, int output_w, int output_h,
	int channels, stbr_filter filter, stbr_edge edge)
{
	size_t memory_required = stbr_calculate_memory(input_w, input_h, output_w, output_h, channels, filter);
	void* extra_memory = malloc(memory_required);

	if (!extra_memory)
		return 0;

	int result = stbr_resize_arbitrary(input_data, input_w, input_h, 0, output_data, output_w, output_h, 0, channels, STBR_TYPE_UINT32, filter, edge, STBR_COLORSPACE_SRGB, extra_memory, memory_required);

	free(extra_memory);

	return result;
}

STBRDEF int stbr_resize_srgb_float(const float* input_data, int input_w, int input_h,
	float* output_data, int output_w, int output_h,
	int channels, stbr_filter filter, stbr_edge edge)
{
	size_t memory_required = stbr_calculate_memory(input_w, input_h, output_w, output_h, channels, filter);
	void* extra_memory = malloc(memory_required);

	if (!extra_memory)
		return 0;

	int result = stbr_resize_arbitrary(input_data, input_w, input_h, 0, output_data, output_w, output_h, 0, channels, STBR_TYPE_FLOAT, filter, edge, STBR_COLORSPACE_SRGB, extra_memory, memory_required);

	free(extra_memory);

	return result;
}

#endif // STBR_NO_MALLOC


#endif // STB_RESAMPLE_IMPLEMENTATION

/*
revision history:
      0.50 (2014-07-29)
             first released version
*/