stb_image_resize.d

/* stb_image_resize - v0.96 - public domain image resizing
   by Jorge L Rodriguez (@VinoBS) - 2014
   http://github.com/nothings/stb

   Written with emphasis on usability, portability, and efficiency. (No
   SIMD or threads, so it be easily outperformed by libs that use those.)
   Only scaling and translation is supported, no rotations or shears.
   Easy API downsamples w/Mitchell filter, upsamples w/cubic interpolation.

   QUICKSTART
      stbir_resize_uint8(      input_pixels , in_w , in_h , 0,
                               output_pixels, out_w, out_h, 0, num_channels)

      stbir_resize_uint8_srgb( input_pixels , in_w , in_h , 0,
                               output_pixels, out_w, out_h, 0,
                               num_channels , alpha_chan  , 0)
      stbir_resize_uint8_srgb_edgemode(
                               input_pixels , in_w , in_h , 0,
                               output_pixels, out_w, out_h, 0,
                               num_channels , alpha_chan  , 0, STBIR_EDGE_CLAMP)
                                                            // WRAP/REFLECT/ZERO

   FULL API
      See the "header file" section of the source for API documentation.

   ADDITIONAL DOCUMENTATION

      SRGB & FLOATING POINT REPRESENTATION
         The sRGB functions presume IEEE floating point. If you do not have
         IEEE floating point, define STBIR_NON_IEEE_FLOAT. This will use
         a slower implementation.

      MEMORY ALLOCATION
         The resize functions here perform a single memory allocation using
         malloc. To control the memory allocation, before the #include that
         triggers the implementation, do:

            #define STBIR_MALLOC(size,context) ...
            #define STBIR_FREE(ptr,context)   ...

         Each resize function makes exactly one call to malloc/free, so to use
         temp memory, store the temp memory in the context and return that.

      DEFAULT FILTERS
         For functions which don't provide explicit control over what filters
         to use, you can change the compile-time defaults with

            #define STBIR_DEFAULT_FILTER_UPSAMPLE     STBIR_FILTER_something
            #define STBIR_DEFAULT_FILTER_DOWNSAMPLE   STBIR_FILTER_something

         See stbir_filter in the header-file section for the list of filters.

      NEW FILTERS
         A number of 1D filter kernels are used. For a list of
         supported filters see the stbir_filter enum. To add a new filter,
         write a filter function and add it to stbir__filter_info_table.

      MAX CHANNELS
         If your image has more than 64 channels, define STBIR_MAX_CHANNELS
         to the max you'll have.

      ALPHA CHANNEL
         Most of the resizing functions provide the ability to control how
         the alpha channel of an image is processed. The important things
         to know about this:

         1. The best mathematically-behaved version of alpha to use is
         called "premultiplied alpha", in which the other color channels
         have had the alpha value multiplied in. If you use premultiplied
         alpha, linear filtering (such as image resampling done by this
         library, or performed in texture units on GPUs) does the "right
         thing". While premultiplied alpha is standard in the movie CGI
         industry, it is still uncommon in the videogame/real-time world.

         If you linearly filter non-premultiplied alpha, strange effects
         occur. (For example, the 50/50 average of 99% transparent bright green
         and 1% transparent black produces 50% transparent dark green when
         non-premultiplied, whereas premultiplied it produces 50%
         transparent near-black. The former introduces green energy
         that doesn't exist in the source image.)

         2. Artists should not edit premultiplied-alpha images; artists
         want non-premultiplied alpha images. Thus, art tools generally output
         non-premultiplied alpha images.

         3. You will get best results in most cases by converting images
         to premultiplied alpha before processing them mathematically.

         4. If you pass the flag STBIR_FLAG_ALPHA_PREMULTIPLIED, the
         resizer does not do anything special for the alpha channel;
         it is resampled identically to other channels. This produces
         the correct results for premultiplied-alpha images, but produces
         less-than-ideal results for non-premultiplied-alpha images.

         5. If you do not pass the flag STBIR_FLAG_ALPHA_PREMULTIPLIED,
         then the resizer weights the contribution of input pixels
         based on their alpha values, or, equivalently, it multiplies
         the alpha value into the color channels, resamples, then divides
         by the resultant alpha value. Input pixels which have alpha=0 do
         not contribute at all to output pixels unless _all_ of the input
         pixels affecting that output pixel have alpha=0, in which case
         the result for that pixel is the same as it would be without
         STBIR_FLAG_ALPHA_PREMULTIPLIED. However, this is only true for
         input images in integer formats. For input images in float format,
         input pixels with alpha=0 have no effect, and output pixels
         which have alpha=0 will be 0 in all channels. (For float images,
         you can manually achieve the same result by adding a tiny epsilon
         value to the alpha channel of every image, and then subtracting
         or clamping it at the end.)

         6. You can suppress the behavior described in #5 and make
         all-0-alpha pixels have 0 in all channels by #defining
         STBIR_NO_ALPHA_EPSILON.

         7. You can separately control whether the alpha channel is
         interpreted as linear or affected by the colorspace. By default
         it is linear; you almost never want to apply the colorspace.
         (For example, graphics hardware does not apply sRGB conversion
         to the alpha channel.)

   CONTRIBUTORS
      Jorge L Rodriguez: Implementation
      Sean Barrett: API design, optimizations
      Aras Pranckevicius: bugfix
      Nathan Reed: warning fixes

   REVISIONS
      0.97 (2020-02-02) fixed warning
      0.96 (2019-03-04) fixed warnings
      0.95 (2017-07-23) fixed warnings
      0.94 (2017-03-18) fixed warnings
      0.93 (2017-03-03) fixed bug with certain combinations of heights
      0.92 (2017-01-02) fix integer overflow on large (>2GB) images
      0.91 (2016-04-02) fix warnings; fix handling of subpixel regions
      0.90 (2014-09-17) first released version

   LICENSE
     See end of file for license information.

   TODO
      Don't decode all of the image data when only processing a partial tile
      Don't use full-width decode buffers when only processing a partial tile
      When processing wide images, break processing into tiles so data fits in L1 cache
      Installable filters?
      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 )
*/
/**
Resizer ported to D from C. Removed a few features that did'nt make sense in Dplug.
Added Ryhor Spivak work on Lanczos filter... also added a few more lanczos kernels.
Copyright: (c) Guillaume Piolat (2021)
*/
module dplug.graphics.stb_image_resize;


enum DPLUG_USE_STB_IMAGE_RESIZE_V2 = true;


static if (!DPLUG_USE_STB_IMAGE_RESIZE_V2)
{
 

import core.stdc.stdlib: malloc, free;
import core.stdc.string: memset;

import inteli.smmintrin;
import inteli.math;

import dplug.core.math : fast_fabs, fast_pow, fast_ceil, fast_floor, fast_sin;
import dplug.core.vec;


nothrow:
@nogc:


//////////////////////////////////////////////////////////////////////////////
//
// Easy-to-use API:
//
//     * "input pixels" points to an array of image data with 'num_channels' channels (e.g. RGB=3, RGBA=4)
//     * input_w is input image width (x-axis), input_h is input image height (y-axis)
//     * stride is the offset between successive rows of image data in memory, in bytes. you can
//       specify 0 to mean packed continuously in memory
//     * alpha channel is treated identically to other channels.
//     * colorspace is linear or sRGB as specified by function name
//     * returned result is 1 for success or 0 in case of an error.
//       #define assert() to trigger an assert on parameter validation errors.
//     * Memory required grows approximately linearly with input and output size, but with
//       discontinuities at input_w == output_w and input_h == output_h.
//     * These functions use a "default" resampling filter defined at compile time. To change the filter,
//       you can change the compile-time defaults by #defining STBIR_DEFAULT_FILTER_UPSAMPLE
//       and STBIR_DEFAULT_FILTER_DOWNSAMPLE, or you can use the medium-complexity API.

int stbir_resize_uint8(const(ubyte)* input_pixels , int input_w , int input_h , int input_stride_in_bytes,
                       ubyte* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
                       int num_channels, int filter, void *alloc_context)
{
    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
                                   output_pixels, output_w, output_h, output_stride_in_bytes,
                                   0,0,1,1,null,num_channels,-1,0, STBIR_TYPE_UINT8, filter, filter,
                                   STBIR_EDGE_CLAMP, STBIR_EDGE_CLAMP, STBIR_COLORSPACE_LINEAR);
}

int stbir_resize_uint16(const(ushort)* input_pixels , int input_w , int input_h , int input_stride_in_bytes,
                       ushort* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
                       int num_channels, int filter, void *alloc_context)
{
    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
                                   output_pixels, output_w, output_h, output_stride_in_bytes,
                                   0,0,1,1,null,num_channels,-1,0, STBIR_TYPE_UINT16, filter, filter,
                                   STBIR_EDGE_CLAMP, STBIR_EDGE_CLAMP, STBIR_COLORSPACE_LINEAR);
}


// The following functions interpret image data as gamma-corrected sRGB.
// Specify STBIR_ALPHA_CHANNEL_NONE if you have no alpha channel,
// or otherwise provide the index of the alpha channel. Flags value
// of 0 will probably do the right thing if you're not sure what
// the flags mean.

enum STBIR_ALPHA_CHANNEL_NONE      = -1;

// Set this flag if your texture has premultiplied alpha. Otherwise, stbir will
// use alpha-weighted resampling (effectively premultiplying, resampling,
// then unpremultiplying).
enum STBIR_FLAG_ALPHA_PREMULTIPLIED = (1 << 0);

// The specified alpha channel should be handled as gamma-corrected value even
// when doing sRGB operations.
enum STBIR_FLAG_ALPHA_USES_COLORSPACE = (1 << 1);

int stbir_resize_uint8_srgb(const(ubyte)*input_pixels , int input_w , int input_h , int input_stride_in_bytes,
                            ubyte*output_pixels, int output_w, int output_h, int output_stride_in_bytes,
                            int num_channels, int alpha_channel, int flags, void* alloc_context, int filter)
{
    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
                                   output_pixels, output_w, output_h, output_stride_in_bytes,
                                   0,0,1,1,null,num_channels,alpha_channel,flags, STBIR_TYPE_UINT8, filter, filter,
                                   STBIR_EDGE_CLAMP, STBIR_EDGE_CLAMP, STBIR_COLORSPACE_SRGB);
}

alias stbir_edge = int;
enum : stbir_edge
{
    STBIR_EDGE_CLAMP   = 1,
    STBIR_EDGE_REFLECT = 2,
    STBIR_EDGE_WRAP    = 3,
    STBIR_EDGE_ZERO    = 4,
}


//////////////////////////////////////////////////////////////////////////////
//
// Medium-complexity API
//
// This extends the easy-to-use API as follows:
//
//     * Alpha-channel can be processed separately
//       * If alpha_channel is not STBIR_ALPHA_CHANNEL_NONE
//         * Alpha channel will not be gamma corrected (unless flags&STBIR_FLAG_GAMMA_CORRECT)
//         * Filters will be weighted by alpha channel (unless flags&STBIR_FLAG_ALPHA_PREMULTIPLIED)
//     * Filter can be selected explicitly
//     * uint16 image type
//     * sRGB colorspace available for all types
//     * context parameter for passing to STBIR_MALLOC

alias stbir_filter = int;
enum : stbir_filter
{
    STBIR_FILTER_DEFAULT      = 0,  // use same filter type that easy-to-use API chooses
    STBIR_FILTER_BOX          = 1,  // A trapezoid w/1-pixel wide ramps, same result as box for integer scale ratios
    STBIR_FILTER_TRIANGLE     = 2,  // On upsampling, produces same results as bilinear texture filtering
    STBIR_FILTER_CUBICBSPLINE = 3,  // The cubic b-spline (aka Mitchell-Netrevalli with B=1,C=0), gaussian-esque
    STBIR_FILTER_CATMULLROM   = 4,  // An interpolating cubic spline
    STBIR_FILTER_MITCHELL     = 5,  // Mitchell-Netrevalli filter with B=1/3, C=1/3
    STBIR_FILTER_LANCZOS2     = 6,  // Lanczos 2
    STBIR_FILTER_LANCZOS2_5   = 7,  // Lanczos 2.5
    STBIR_FILTER_LANCZOS3     = 8,  // Lanczos 3
    STBIR_FILTER_LANCZOS4     = 9,  // Lanczos 4
    STBIR_FILTER_MK_2013      = 10, // Magic Kernel, without sharpening
    STBIR_FILTER_MKS_2013_86  = 11, // Magic Kernel + Sharp 2013, but with only 86% sharpening (Dplug Issue #729)
    STBIR_FILTER_MKS_2013     = 12, // Magic Kernel + Sharp 2013 (the one recommended by John Costella in 2013)
    STBIR_FILTER_MKS_2021     = 13, // Magic Kernel + Sharp 2021 (the one recommended to us by John Costella in 2022)

    // To be continued, as John Costella has other kernels...
}

alias stbir_colorspace = int;
enum : stbir_colorspace 
{
    STBIR_COLORSPACE_LINEAR,
    STBIR_COLORSPACE_SRGB,

    STBIR_MAX_COLORSPACES,
}


//////////////////////////////////////////////////////////////////////////////
//
// Full-complexity API
//
// This extends the medium API as follows:
//
//     * uint32 image type
//     * not typesafe
//     * separate filter types for each axis
//     * separate edge modes for each axis
//     * can specify scale explicitly for subpixel correctness
//     * can specify image source tile using texture coordinates

alias stbir_datatype = int;
enum : stbir_datatype
{
    STBIR_TYPE_UINT8 ,
    STBIR_TYPE_UINT16,
    STBIR_TYPE_UINT32,
    STBIR_TYPE_FLOAT ,

    STBIR_MAX_TYPES
}

// (s0, t0) & (s1, t1) are the top-left and bottom right corner (uv addressing style: [0, 1]x[0, 1]) of a region of the input image to use.

struct STBAllocatorContext
{
nothrow:
@nogc:
    void* buf = null;
    size_t length = 0;

    @disable this(this);

    ~this()
    {
        alignedFree(buf, 1);
    }

    void* reallocDiscard(size_t numBytes)
    {
        if (length < numBytes)
        {         
            buf = alignedReallocDiscard(buf, numBytes, 1);
            length = numBytes;
        }
        return buf;
    }
}

void* STBIR_MALLOC(size_t size, void* context)
{
    assert(context !is null);
    STBAllocatorContext* alloc = cast(STBAllocatorContext*)context;
    return alloc.reallocDiscard(size);
}

void STBIR_FREE(void* p, void* context)
{
    assert(context !is null);
    // will be freed when resizer is freed, because it's relatively small and shared.
}

enum STBIR_DEFAULT_FILTER_UPSAMPLE = STBIR_FILTER_CATMULLROM;

enum STBIR_DEFAULT_FILTER_DOWNSAMPLE = STBIR_FILTER_MITCHELL;

enum STBIR_MAX_CHANNELS = 4;

// This value is added to alpha just before premultiplication to avoid
// zeroing out color values. It is equivalent to 2^-80. If you don't want
// that behavior (it may interfere if you have floating point images with
// very small alpha values) then you can define STBIR_NO_ALPHA_EPSILON to
// disable it.
enum float STBIR_ALPHA_EPSILON = (cast(float)1 / (1 << 20) / (1 << 20) / (1 << 20) / (1 << 20));

// must match stbir_datatype
static immutable ubyte[4] stbir__type_size = 
[
    1, // STBIR_TYPE_UINT8
    2, // STBIR_TYPE_UINT16
    4, // STBIR_TYPE_UINT32
    4, // STBIR_TYPE_FLOAT
];

// Kernel function centered at 0
alias stbir__kernel_fn = float function(float x, float scale);
alias stbir__support_fn = float function(float scale);

struct stbir__filter_info
{
    stbir__kernel_fn kernel;
    stbir__support_fn support;
}

// When upsampling, the contributors are which source pixels contribute.
// When downsampling, the contributors are which destination pixels are contributed to.
struct stbir__contributors
{
    int n0; // First contributing pixel
    int n1; // Last contributing pixel
}

struct stbir__info
{
    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;

    float s0, t0, s1, t1;

    float horizontal_shift; // Units: output pixels
    float vertical_shift;   // Units: output pixels
    float horizontal_scale;
    float vertical_scale;

    int channels;
    int alpha_channel;
    uint flags;
    stbir_datatype type;
    stbir_filter horizontal_filter;
    stbir_filter vertical_filter;
    stbir_edge edge_horizontal;
    stbir_edge edge_vertical;
    stbir_colorspace colorspace;

    stbir__contributors* horizontal_contributors;
    float* horizontal_coefficients;

    stbir__contributors* vertical_contributors;
    float* vertical_coefficients;

    int decode_buffer_pixels;
    float* decode_buffer;

    float* horizontal_buffer;

    // cache these because ceil/floor are inexplicably showing up in profile
    int horizontal_coefficient_width;
    int vertical_coefficient_width;
    int horizontal_filter_pixel_width;
    int vertical_filter_pixel_width;
    int horizontal_filter_pixel_margin;
    int vertical_filter_pixel_margin;
    int horizontal_num_contributors;
    int vertical_num_contributors;

    int ring_buffer_length_bytes;   // The length of an individual entry in the ring buffer. The total number of ring buffers is stbir__get_filter_pixel_width(filter)
    int ring_buffer_num_entries;    // Total number of entries in the ring buffer.
    int ring_buffer_first_scanline;
    int ring_buffer_last_scanline;
    int ring_buffer_begin_index;    // first_scanline is at this index in the ring buffer
    float* ring_buffer;

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

    int horizontal_contributors_size;
    int horizontal_coefficients_size;
    int vertical_contributors_size;
    int vertical_coefficients_size;
    int decode_buffer_size;
    int horizontal_buffer_size;
    int ring_buffer_size;
    int encode_buffer_size;
}


static immutable float stbir__max_uint8_as_float  = 255.0f;
static immutable float stbir__max_uint16_as_float = 65535.0f;
static immutable double stbir__max_uint32_as_float = 4294967295.0;


int stbir__min(int a, int b)
{
    return a < b ? a : b;
}

float stbir__saturate(float x)
{
    if (x < 0)
        return 0;

    if (x > 1)
        return 1;

    return x;
}

static immutable float[256] stbir__srgb_uchar_to_linear_float = 
[
    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
];

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

float stbir__linear_to_srgb(float f)
{
    if (f <= 0.0031308f)
        return f * 12.92f;
    else
        return 1.055f * _mm_pow_ss(f, 0.4166666666f) - 0.055f;
}
/*
__m128 stbir__linear_to_srgb(__m128 f)
{
    __m128 below = f * _mm_set1_ps(12.92f);
    __m128 exponentiated = _mm_set1_ps(1.055f) * _mm_pow_ps(f, 0.4166666666f) - _mm_set1_ps(0.055f);
    __m128 mask  =_mm_cmplt_ps(f, _mm_set1_ps(0.0031308f));
    __m128i result = (cast(__m128i)below & cast(__m128i)mask) | (cast(__m128i)exponentiated & ~cast(__m128i)mask);
    return cast(__m128)result;
}*/

union stbir__FP32
{
    uint u;
    float f;
}

static immutable uint[104] fp32_to_srgb8_tab4 = 
[
    0x0073000d, 0x007a000d, 0x0080000d, 0x0087000d, 0x008d000d, 0x0094000d, 0x009a000d, 0x00a1000d,
    0x00a7001a, 0x00b4001a, 0x00c1001a, 0x00ce001a, 0x00da001a, 0x00e7001a, 0x00f4001a, 0x0101001a,
    0x010e0033, 0x01280033, 0x01410033, 0x015b0033, 0x01750033, 0x018f0033, 0x01a80033, 0x01c20033,
    0x01dc0067, 0x020f0067, 0x02430067, 0x02760067, 0x02aa0067, 0x02dd0067, 0x03110067, 0x03440067,
    0x037800ce, 0x03df00ce, 0x044600ce, 0x04ad00ce, 0x051400ce, 0x057b00c5, 0x05dd00bc, 0x063b00b5,
    0x06970158, 0x07420142, 0x07e30130, 0x087b0120, 0x090b0112, 0x09940106, 0x0a1700fc, 0x0a9500f2,
    0x0b0f01cb, 0x0bf401ae, 0x0ccb0195, 0x0d950180, 0x0e56016e, 0x0f0d015e, 0x0fbc0150, 0x10630143,
    0x11070264, 0x1238023e, 0x1357021d, 0x14660201, 0x156601e9, 0x165a01d3, 0x174401c0, 0x182401af,
    0x18fe0331, 0x1a9602fe, 0x1c1502d2, 0x1d7e02ad, 0x1ed4028d, 0x201a0270, 0x21520256, 0x227d0240,
    0x239f0443, 0x25c003fe, 0x27bf03c4, 0x29a10392, 0x2b6a0367, 0x2d1d0341, 0x2ebe031f, 0x304d0300,
    0x31d105b0, 0x34a80555, 0x37520507, 0x39d504c5, 0x3c37048b, 0x3e7c0458, 0x40a8042a, 0x42bd0401,
    0x44c20798, 0x488e071e, 0x4c1c06b6, 0x4f76065d, 0x52a50610, 0x55ac05cc, 0x5892058f, 0x5b590559,
    0x5e0c0a23, 0x631c0980, 0x67db08f6, 0x6c55087f, 0x70940818, 0x74a007bd, 0x787d076c, 0x7c330723,
];

ubyte stbir__linear_to_srgb_uchar(float in_)
{
    static const stbir__FP32 almostone = { 0x3f7fffff }; // 1-eps
    static const stbir__FP32 minval = { (127-13) << 23 };
    uint tab,bias,scale,t;
    stbir__FP32 f;

    // Clamp to [2^(-13), 1-eps]; these two values map to 0 and 1, respectively.
    // The tests are carefully written so that NaNs map to 0, same as in the reference
    // implementation.
    if (!(in_ > minval.f)) // written this way to trap NaNs
        in_ = minval.f;
    if (in_ > almostone.f)
        in_ = almostone.f;

    // Do the table lookup and unpack bias, scale
    f.f = in_;
    tab = fp32_to_srgb8_tab4[(f.u - minval.u) >> 20];
    bias = (tab >> 16) << 9;
    scale = tab & 0xffff;

    // Grab next-highest mantissa bits and perform linear interpolation
    t = (f.u >> 12) & 0xff;
    return cast(ubyte) ((bias + scale*t) >> 16);
}

// same but 4 float at once
__m128i stbir__linear_to_srgb_uchar(__m128 in_)
{
    static const stbir__FP32 almostone = { 0x3f7fffff }; // 1-eps
    static const stbir__FP32 minval = { (127-13) << 23 };
    in_ = _mm_max_ps(in_, _mm_set1_ps(minval.f));
    in_ = _mm_min_ps(in_, _mm_set1_ps(almostone.f));

    __m128i f = cast(__m128i) in_;
    __m128i tblIndex = _mm_srli_epi32(f - _mm_set1_epi32(minval.u), 20);

    __m128i tab = _mm_setr_epi32(fp32_to_srgb8_tab4[ tblIndex.array[0] ], 
                                 fp32_to_srgb8_tab4[ tblIndex.array[1] ],
                                 fp32_to_srgb8_tab4[ tblIndex.array[2] ],
                                 fp32_to_srgb8_tab4[ tblIndex.array[3] ]);
    __m128i bias = _mm_slli_epi32(_mm_srli_epi32(tab, 16), 9);
    __m128i scale = _mm_and_si128(tab, _mm_set1_epi32(0xffff));

    __m128i t = _mm_srli_epi32(f, 12) &  _mm_set1_epi32(0xff);
    __m128i r = _mm_srli_epi32(bias + _mm_mullo_epi32(scale, t), 16);
    __m128i zero = _mm_setzero_si128();
    r = _mm_packs_epi32(r, zero);
    r = _mm_packus_epi16(r, zero);
    return r;
}

float stbir__filter_trapezoid(float x, float scale)
{
    float halfscale = scale / 2;
    float t = 0.5f + halfscale;
    assert(scale <= 1);

    x = cast(float)fast_fabs(x);

    if (x >= t)
        return 0;
    else
    {
        float r = 0.5f - halfscale;
        if (x <= r)
            return 1;
        else
            return (t - x) / scale;
    }
}

float stbir__support_trapezoid(float scale)
{
    assert(scale <= 1);
    return 0.5f + scale / 2;
}

float stbir__filter_triangle(float x, float s)
{
    x = cast(float)fast_fabs(x);

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

float stbir__filter_cubic(float x, float s)
{
    x = cast(float)fast_fabs(x);

    if (x < 1.0f)
        return (4 + x*x*(3*x - 6))/6;
    else if (x < 2.0f)
        return (8 + x*(-12 + x*(6 - x)))/6;

    return (0.0f);
}

float stbir__filter_catmullrom(float x, float s)
{
    x = cast(float)fast_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);
}

float stbir__filter_mitchell(float x, float s)
{
    x = cast(float)fast_fabs(x);

    if (x < 1.0f)
        return (16 + x*x*(21 * x - 36))/18;
    else if (x < 2.0f)
        return (32 + x*(-60 + x*(36 - 7*x)))/18;

    return (0.0f);
}

float stbir__filter_lanczos(float A)(float x, float s)
{
    x = cast(float)fast_fabs(x);

    if (x <= float.min_normal)
        return 1.0f;

    if (x < A)
    {
        float pix = 3.14159265358979323846f*x;
        return A*fast_sin(pix)*fast_sin(pix/A)/(pix*pix);
    }

    return 0.0f;
}

float stbir__filter_mk2013(float x, float s) nothrow @nogc
{
    x = fast_fabs(x);
    if (x < 0.5)
        return 0.75 - x * x;

    if (x < 1.5)
        return 0.5 * (x - 1.5)*(x - 1.5);

    return 0.0f;
}

float stbir__filter_mks2013_hs(float x, float s) nothrow @nogc
{
    // Perhaps possible to do better with "MKS 2021".
    return 0.14f * stbir__filter_mk2013(x, s)
         + 0.86f * stbir__filter_mks2013(x, s);
}

float stbir__filter_mks2013(float x, float s) nothrow @nogc
{
    x = fast_fabs(x);

    if (x <= float.min_normal)
        return 17.0f / 16.0f;

    if (x < 0.5)
        return 17.0 / 16.0 - 7.0 * x * x / 4.0;

    if (x < 1.5)
    {
        double x2 = x * x;
        return 0.25 * (4 * x2 - 11.0 * x + 7.0);
    }

    if (x < 2.5)
    {
        return -0.125 * (x - 5.0 / 2.0)*(x - 5.0 / 2.0);
    }
    return 0.0f;
}

float stbir__filter_mks2021(float x, float s) nothrow @nogc
{
    x = fast_fabs(x);
    float x2 = x * x;

    if (x < 0.5)
        return 577.0f / 576.0f - (239.0f / 144.0f) * x2;

    if (x < 1.5)
        return (140 * x2 - 379 * x + 239) / 144.0f;

    if (x < 2.5)
        return -(24 * x2 - 113 * x + 130) / 144.0f;

    if (x < 3.5)
        return (4 * x2 - 27 * x + 45) / 144.0f;

    if (x < 4.5)
        return -(4 * x2 - 36 * x + 81) / 1152.0f;

    return 0.0f;
}

float stbir__support_zero(float s)
{
    return 0;
}

float stbir__support_one(float s)
{
    return 1;
}

float stbir__support_two(float s)
{
    return 2;
}

float stbir__support_three(float s)
{
    return 3;
}

float stbir__support_four(float s)
{
    return 4;
}

float stbir__support_five(float s)
{
    return 5;
}

static immutable stbir__filter_info[14] stbir__filter_info_table = 
[
        { null,                      &stbir__support_zero },
        { &stbir__filter_trapezoid,  &stbir__support_trapezoid },
        { &stbir__filter_triangle,   &stbir__support_one },
        { &stbir__filter_cubic,      &stbir__support_two },
        { &stbir__filter_catmullrom, &stbir__support_two },
        { &stbir__filter_mitchell,   &stbir__support_two },
        { &stbir__filter_lanczos!2.0f, &stbir__support_two },
        { &stbir__filter_lanczos!2.5f, &stbir__support_three },
        { &stbir__filter_lanczos!3.0f, &stbir__support_three },
        { &stbir__filter_lanczos!4.0f, &stbir__support_four },
        { &stbir__filter_mk2013,       &stbir__support_three },
        { &stbir__filter_mks2013_hs,   &stbir__support_three },
        { &stbir__filter_mks2013,      &stbir__support_three },
        { &stbir__filter_mks2021,      &stbir__support_five },
        ];


static int stbir__use_upsampling(float ratio)
{
    return ratio > 1;
}

static int stbir__use_width_upsampling(stbir__info* stbir_info)
{
    return stbir__use_upsampling(stbir_info.horizontal_scale);
}

static int stbir__use_height_upsampling(stbir__info* stbir_info)
{
    return stbir__use_upsampling(stbir_info.vertical_scale);
}

// This is the maximum number of input samples that can affect an output sample
// with the given filter
static int stbir__get_filter_pixel_width(stbir_filter filter, float scale)
{
    assert(filter != 0);
    assert(filter < stbir__filter_info_table.length);

    if (stbir__use_upsampling(scale))
        return cast(int)fast_ceil(stbir__filter_info_table[filter].support(1/scale) * 2);
    else
        return cast(int)fast_ceil(stbir__filter_info_table[filter].support(scale) * 2 / scale);
}

// This is how much to expand buffers to account for filters seeking outside
// the image boundaries.
static int stbir__get_filter_pixel_margin(stbir_filter filter, float scale)
{
    return stbir__get_filter_pixel_width(filter, scale) / 2;
}

static int stbir__get_coefficient_width(stbir_filter filter, float scale)
{
    if (stbir__use_upsampling(scale))
        return cast(int)fast_ceil(stbir__filter_info_table[filter].support(1 / scale) * 2);
    else
        return cast(int)fast_ceil(stbir__filter_info_table[filter].support(scale) * 2);
}

static int stbir__get_contributors(float scale, stbir_filter filter, int input_size, int output_size)
{
    if (stbir__use_upsampling(scale))
        return output_size;
    else
        return (input_size + stbir__get_filter_pixel_margin(filter, scale) * 2);
}

static int stbir__get_total_horizontal_coefficients(stbir__info* info)
{
    return info.horizontal_num_contributors
         * stbir__get_coefficient_width      (info.horizontal_filter, info.horizontal_scale);
}

static int stbir__get_total_vertical_coefficients(stbir__info* info)
{
    return info.vertical_num_contributors
         * stbir__get_coefficient_width      (info.vertical_filter, info.vertical_scale);
}

static stbir__contributors* stbir__get_contributor(stbir__contributors* contributors, int n)
{
    return &contributors[n];
}

// For perf reasons this code is duplicated in stbir__resample_horizontal_upsample/downsample,
// if you change it here change it there too.
static float* stbir__get_coefficient(float* coefficients, stbir_filter filter, float scale, int n, int c)
{
    int width = stbir__get_coefficient_width(filter, scale);
    return &coefficients[width*n + c];
}

static int stbir__edge_wrap_slow(stbir_edge edge, int n, int max)
{
    switch (edge)
    {
    case STBIR_EDGE_ZERO:
        return 0; // we'll decode the wrong pixel here, and then overwrite with 0s later

    case STBIR_EDGE_CLAMP:
        if (n < 0)
            return 0;

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

        return n; // NOTREACHED

    case STBIR_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; // NOTREACHED
    }

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

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

            return (m);
        }
        // NOTREACHED

    default:
        assert(false, "Unimplemented edge type");
    }
}

static int stbir__edge_wrap(stbir_edge edge, int n, int max)
{
    // avoid per-pixel switch
    if (n >= 0 && n < max)
        return n;
    return stbir__edge_wrap_slow(edge, n, max);
}

// What input pixels contribute to this output pixel?
static void stbir__calculate_sample_range_upsample(int n, float out_filter_radius, float scale_ratio, float out_shift, int* in_first_pixel, int* in_last_pixel, float* in_center_of_out)
{
    float out_pixel_center = cast(float)n + 0.5f;
    float out_pixel_influence_lowerbound = out_pixel_center - out_filter_radius;
    float out_pixel_influence_upperbound = out_pixel_center + out_filter_radius;

    float in_pixel_influence_lowerbound = (out_pixel_influence_lowerbound + out_shift) / scale_ratio;
    float in_pixel_influence_upperbound = (out_pixel_influence_upperbound + out_shift) / scale_ratio;

    *in_center_of_out = (out_pixel_center + out_shift) / scale_ratio;
    *in_first_pixel = cast(int)(fast_floor(in_pixel_influence_lowerbound + 0.5));
    *in_last_pixel = cast(int)(fast_floor(in_pixel_influence_upperbound - 0.5));
}

// What output pixels does this input pixel contribute to?
static void stbir__calculate_sample_range_downsample(int n, float in_pixels_radius, float scale_ratio, float out_shift, int* out_first_pixel, int* out_last_pixel, float* out_center_of_in)
{
    float in_pixel_center = cast(float)n + 0.5f;
    float in_pixel_influence_lowerbound = in_pixel_center - in_pixels_radius;
    float in_pixel_influence_upperbound = in_pixel_center + in_pixels_radius;

    float out_pixel_influence_lowerbound = in_pixel_influence_lowerbound * scale_ratio - out_shift;
    float out_pixel_influence_upperbound = in_pixel_influence_upperbound * scale_ratio - out_shift;

    *out_center_of_in = in_pixel_center * scale_ratio - out_shift;
    *out_first_pixel = cast(int)(fast_floor(out_pixel_influence_lowerbound + 0.5));
    *out_last_pixel = cast(int)(fast_floor(out_pixel_influence_upperbound - 0.5));
}

static void stbir__calculate_coefficients_upsample(stbir_filter filter, float scale, int in_first_pixel, int in_last_pixel, float in_center_of_out, stbir__contributors* contributor, float* coefficient_group)
{
    int i;
    float total_filter = 0;
    float filter_scale;

    assert(in_last_pixel - in_first_pixel <= cast(int)fast_ceil(stbir__filter_info_table[filter].support(1/scale) * 2)); // Taken directly from stbir__get_coefficient_width() which we can't call because we don't know if we're horizontal or vertical.

    contributor.n0 = in_first_pixel;
    contributor.n1 = in_last_pixel;

    assert(contributor.n1 >= contributor.n0);

    for (i = 0; i <= in_last_pixel - in_first_pixel; i++)
    {
        float in_pixel_center = cast(float)(i + in_first_pixel) + 0.5f;
        coefficient_group[i] = stbir__filter_info_table[filter].kernel(in_center_of_out - in_pixel_center, 1 / scale);

        // If the coefficient is zero, skip it. (Don't do the <0 check here, we want the influence of those outside pixels.)
        if (i == 0 && !coefficient_group[i])
        {
            contributor.n0 = ++in_first_pixel;
            i--;
            continue;
        }

        total_filter += coefficient_group[i];
    }

    assert(stbir__filter_info_table[filter].kernel(cast(float)(in_last_pixel + 1) + 0.5f - in_center_of_out, 1/scale) == 0);

    assert(total_filter > 0.9);
    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_pixel - in_first_pixel; i++)
        coefficient_group[i] *= filter_scale;

    for (i = in_last_pixel - in_first_pixel; i >= 0; i--)
    {
        if (coefficient_group[i])
            break;

        // This line has no weight. We can skip it.
        contributor.n1 = contributor.n0 + i - 1;
    }
}

static void stbir__calculate_coefficients_downsample(stbir_filter filter, float scale_ratio, int out_first_pixel, int out_last_pixel, float out_center_of_in, stbir__contributors* contributor, float* coefficient_group)
{
    int i;

     assert(out_last_pixel - out_first_pixel <= cast(int)fast_ceil(stbir__filter_info_table[filter].support(scale_ratio) * 2)); // Taken directly from stbir__get_coefficient_width() which we can't call because we don't know if we're horizontal or vertical.

    contributor.n0 = out_first_pixel;
    contributor.n1 = out_last_pixel;

    assert(contributor.n1 >= contributor.n0);

    for (i = 0; i <= out_last_pixel - out_first_pixel; i++)
    {
        float out_pixel_center = cast(float)(i + out_first_pixel) + 0.5f;
        float x = out_pixel_center - out_center_of_in;
        coefficient_group[i] = stbir__filter_info_table[filter].kernel(x, scale_ratio) * scale_ratio;
    }

    assert(stbir__filter_info_table[filter].kernel(cast(float)(out_last_pixel + 1) + 0.5f - out_center_of_in, scale_ratio) == 0);

    for (i = out_last_pixel - out_first_pixel; i >= 0; i--)
    {
        if (coefficient_group[i])
            break;

        // This line has no weight. We can skip it.
        contributor.n1 = contributor.n0 + i - 1;
    }
}

static void stbir__normalize_downsample_coefficients(stbir__contributors* contributors, float* coefficients, stbir_filter filter, float scale_ratio, int input_size, int output_size)
{
    int num_contributors = stbir__get_contributors(scale_ratio, filter, input_size, output_size);
    int num_coefficients = stbir__get_coefficient_width(filter, scale_ratio);
    int i, j;
    int skip;

    for (i = 0; i < output_size; i++)
    {
        float scale;
        float total = 0;

        for (j = 0; j < num_contributors; j++)
        {
            if (i >= contributors[j].n0 && i <= contributors[j].n1)
            {
                float coefficient = *stbir__get_coefficient(coefficients, filter, scale_ratio, j, i - contributors[j].n0);
                total += coefficient;
            }
            else if (i < contributors[j].n0)
                break;
        }

        assert(total > 0.9f);
        assert(total < 1.1f);

        scale = 1 / total;

        for (j = 0; j < num_contributors; j++)
        {
            if (i >= contributors[j].n0 && i <= contributors[j].n1)
                *stbir__get_coefficient(coefficients, filter, scale_ratio, j, i - contributors[j].n0) *= scale;
            else if (i < contributors[j].n0)
                break;
        }
    }

    // Optimize: Skip zero coefficients and contributions outside of image bounds.
    // Do this after normalizing because normalization depends on the n0/n1 values.
    for (j = 0; j < num_contributors; j++)
    {
        int range, max, width;

        skip = 0;
        while (*stbir__get_coefficient(coefficients, filter, scale_ratio, j, skip) == 0)
            skip++;

        contributors[j].n0 += skip;

        while (contributors[j].n0 < 0)
        {
            contributors[j].n0++;
            skip++;
        }

        range = contributors[j].n1 - contributors[j].n0 + 1;
        max = stbir__min(num_coefficients, range);

        width = stbir__get_coefficient_width(filter, scale_ratio);
        for (i = 0; i < max; i++)
        {
            if (i + skip >= width)
                break;

            *stbir__get_coefficient(coefficients, filter, scale_ratio, j, i) = *stbir__get_coefficient(coefficients, filter, scale_ratio, j, i + skip);
        }

        continue;
    }

    // Using min to avoid writing into invalid pixels.
    for (i = 0; i < num_contributors; i++)
        contributors[i].n1 = stbir__min(contributors[i].n1, output_size - 1);
}

// 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 stbir__calculate_filters(stbir__contributors* contributors, float* coefficients, stbir_filter filter, float scale_ratio, float shift, int input_size, int output_size)
{
    int n;
    int total_contributors = stbir__get_contributors(scale_ratio, filter, input_size, output_size);

    if (stbir__use_upsampling(scale_ratio))
    {
        float out_pixels_radius = stbir__filter_info_table[filter].support(1 / scale_ratio) * scale_ratio;

        // Looping through out pixels
        for (n = 0; n < total_contributors; n++)
        {
            float in_center_of_out; // Center of the current out pixel in the in pixel space
            int in_first_pixel, in_last_pixel;

            stbir__calculate_sample_range_upsample(n, out_pixels_radius, scale_ratio, shift, &in_first_pixel, &in_last_pixel, &in_center_of_out);

            stbir__calculate_coefficients_upsample(filter, scale_ratio, in_first_pixel, in_last_pixel, in_center_of_out, stbir__get_contributor(contributors, n), stbir__get_coefficient(coefficients, filter, scale_ratio, n, 0));
        }
    }
    else
    {
        float in_pixels_radius = stbir__filter_info_table[filter].support(scale_ratio) / scale_ratio;

        // Looping through in pixels
        for (n = 0; n < total_contributors; n++)
        {
            float out_center_of_in; // Center of the current out pixel in the in pixel space
            int out_first_pixel, out_last_pixel;
            int n_adjusted = n - stbir__get_filter_pixel_margin(filter, scale_ratio);

            stbir__calculate_sample_range_downsample(n_adjusted, in_pixels_radius, scale_ratio, shift, &out_first_pixel, &out_last_pixel, &out_center_of_in);

            stbir__calculate_coefficients_downsample(filter, scale_ratio, out_first_pixel, out_last_pixel, out_center_of_in, stbir__get_contributor(contributors, n), stbir__get_coefficient(coefficients, filter, scale_ratio, n, 0));
        }

        stbir__normalize_downsample_coefficients(contributors, coefficients, filter, scale_ratio, input_size, output_size);
    }
}

static float* stbir__get_decode_buffer(stbir__info* stbir_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 &stbir_info.decode_buffer[stbir_info.horizontal_filter_pixel_margin * stbir_info.channels];
}

int STBIR__DECODE(int type, int colorspace)
{
    return type * STBIR_MAX_COLORSPACES + colorspace;
}

static void stbir__decode_scanline(stbir__info* stbir_info, int n)
{
    int c;
    int channels = stbir_info.channels;
    int alpha_channel = stbir_info.alpha_channel;
    int type = stbir_info.type;
    int colorspace = stbir_info.colorspace;
    int input_w = stbir_info.input_w;
    size_t input_stride_bytes = stbir_info.input_stride_bytes;
    float* decode_buffer = stbir__get_decode_buffer(stbir_info);
    stbir_edge edge_horizontal = stbir_info.edge_horizontal;
    stbir_edge edge_vertical = stbir_info.edge_vertical;
    size_t in_buffer_row_offset = stbir__edge_wrap(edge_vertical, n, stbir_info.input_h) * input_stride_bytes;
    const void* input_data = cast(char *) stbir_info.input_data + in_buffer_row_offset;
    int max_x = input_w + stbir_info.horizontal_filter_pixel_margin;
    int decode = STBIR__DECODE(type, colorspace);

    int x = -stbir_info.horizontal_filter_pixel_margin;

    // special handling for STBIR_EDGE_ZERO because it needs to return an item that doesn't appear in the input,
    // and we want to avoid paying overhead on every pixel if not STBIR_EDGE_ZERO
    if (edge_vertical == STBIR_EDGE_ZERO && (n < 0 || n >= stbir_info.input_h))
    {
        for (; x < max_x; x++)
            for (c = 0; c < channels; c++)
                decode_buffer[x*channels + c] = 0;
        return;
    }

    switch (decode)
    {
    case STBIR__DECODE(STBIR_TYPE_UINT8, STBIR_COLORSPACE_LINEAR):
        for (; x < max_x; x++)
        {
            int decode_pixel_index = x * channels;
            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
            for (c = 0; c < channels; c++)
                decode_buffer[decode_pixel_index + c] = (cast(float)(cast(const(ubyte)*)input_data)[input_pixel_index + c]) / stbir__max_uint8_as_float;
        }
        break;

    case STBIR__DECODE(STBIR_TYPE_UINT8, STBIR_COLORSPACE_SRGB):
        if (channels == 4 && alpha_channel == 3 && !(stbir_info.flags&STBIR_FLAG_ALPHA_USES_COLORSPACE))
        {
            // This avoids one table lookup, but the table is the fastest way to onvet from sRGB to linear float
            for (; x < max_x; x++)
            {
                int decode_pixel_index = x * channels;
                int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
                for (c = 0; c < 3; c++)
                    decode_buffer[decode_pixel_index + c] = stbir__srgb_uchar_to_linear_float[(cast(const(ubyte)*)input_data)[input_pixel_index + c]];
                ubyte alpha = (cast(const(ubyte)*)input_data)[input_pixel_index + 3];
                decode_buffer[decode_pixel_index + 3] = cast(float)(alpha * 0.00392156862f);
            }
        }

        for (; x < max_x; x++)
        {
            int decode_pixel_index = x * channels;
            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
            for (c = 0; c < channels; c++)
                decode_buffer[decode_pixel_index + c] = stbir__srgb_uchar_to_linear_float[(cast(const(ubyte)*)input_data)[input_pixel_index + c]];

            if (!(stbir_info.flags&STBIR_FLAG_ALPHA_USES_COLORSPACE))
                decode_buffer[decode_pixel_index + alpha_channel] = (cast(float)(cast(const(ubyte)*)input_data)[input_pixel_index + alpha_channel]) / stbir__max_uint8_as_float;
        }
        break;

    case STBIR__DECODE(STBIR_TYPE_UINT16, STBIR_COLORSPACE_LINEAR):
    {
        if (channels == 1 && edge_horizontal == STBIR_EDGE_CLAMP)
        {
            for (; x < max_x; x++)
            {
                int decode_pixel_index = x;
                int input_pixel_index = stbir__edge_wrap(STBIR_EDGE_CLAMP, x, input_w) * channels;
                ushort depth = (cast(const(ushort)*)input_data)[input_pixel_index];
                decode_buffer[decode_pixel_index] = depth / stbir__max_uint16_as_float;
            }
        }
        else if (channels == 4 && edge_horizontal == STBIR_EDGE_CLAMP)
        {
            __m128i zero = _mm_setzero_si128();
            __m128 normalizingFactor = _mm_set1_ps(1 / 65535.0f);

            for (; x < max_x; x++)
            {
                int decode_pixel_index = x * channels;
                int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;

                // load four values at once
                __m128i mmPixel = _mm_loadu_si64( (cast(const(ushort)*)input_data) + input_pixel_index );
                mmPixel = _mm_unpacklo_epi16(mmPixel, zero); // convert to 32-bit
                __m128 fPixel = _mm_cvtepi32_ps(mmPixel) * normalizingFactor;
                _mm_storeu_ps(&decode_buffer[decode_pixel_index], fPixel);
            }
        }
        else
        {
            for (; x < max_x; x++)
            {
                int decode_pixel_index = x * channels;
                int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
                for (c = 0; c < channels; c++)
                {
                    ushort depth = (cast(const(ushort)*)input_data)[input_pixel_index + c];
                    decode_buffer[decode_pixel_index + c] = depth / stbir__max_uint16_as_float;
                }
            }
        }
        break;
    }

    case STBIR__DECODE(STBIR_TYPE_UINT16, STBIR_COLORSPACE_SRGB):
        for (; x < max_x; x++)
        {
            int decode_pixel_index = x * channels;
            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
            for (c = 0; c < channels; c++)
                decode_buffer[decode_pixel_index + c] = stbir__srgb_to_linear((cast(float)(cast(const(ushort)*)input_data)[input_pixel_index + c]) / stbir__max_uint16_as_float);

            if (!(stbir_info.flags&STBIR_FLAG_ALPHA_USES_COLORSPACE))
                decode_buffer[decode_pixel_index + alpha_channel] = (cast(float)(cast(const(ushort)*)input_data)[input_pixel_index + alpha_channel]) / stbir__max_uint16_as_float;
        }
        break;

    case STBIR__DECODE(STBIR_TYPE_UINT32, STBIR_COLORSPACE_LINEAR):
        for (; x < max_x; x++)
        {
            int decode_pixel_index = x * channels;
            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
            for (c = 0; c < channels; c++)
                decode_buffer[decode_pixel_index + c] = cast(float)((cast(double)(cast(const uint*)input_data)[input_pixel_index + c]) / stbir__max_uint32_as_float);
        }
        break;

    case STBIR__DECODE(STBIR_TYPE_UINT32, STBIR_COLORSPACE_SRGB):
        for (; x < max_x; x++)
        {
            int decode_pixel_index = x * channels;
            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
            for (c = 0; c < channels; c++)
                decode_buffer[decode_pixel_index + c] = stbir__srgb_to_linear(cast(float)((cast(double)(cast(const uint*)input_data)[input_pixel_index + c]) / stbir__max_uint32_as_float));

            if (!(stbir_info.flags&STBIR_FLAG_ALPHA_USES_COLORSPACE))
                decode_buffer[decode_pixel_index + alpha_channel] = cast(float)((cast(double)(cast(const uint*)input_data)[input_pixel_index + alpha_channel]) / stbir__max_uint32_as_float);
        }
        break;

    case STBIR__DECODE(STBIR_TYPE_FLOAT, STBIR_COLORSPACE_LINEAR):
        for (; x < max_x; x++)
        {
            int decode_pixel_index = x * channels;
            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
            for (c = 0; c < channels; c++)
                decode_buffer[decode_pixel_index + c] = (cast(const(float)*)input_data)[input_pixel_index + c];
        }
        break;

    case STBIR__DECODE(STBIR_TYPE_FLOAT, STBIR_COLORSPACE_SRGB):
        for (; x < max_x; x++)
        {
            int decode_pixel_index = x * channels;
            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
            for (c = 0; c < channels; c++)
                decode_buffer[decode_pixel_index + c] = stbir__srgb_to_linear((cast(const(float)*)input_data)[input_pixel_index + c]);

            if (!(stbir_info.flags&STBIR_FLAG_ALPHA_USES_COLORSPACE))
                decode_buffer[decode_pixel_index + alpha_channel] = (cast(const(float)*)input_data)[input_pixel_index + alpha_channel];
        }

        break;

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

    if (!(stbir_info.flags & STBIR_FLAG_ALPHA_PREMULTIPLIED))
    {
        for (x = -stbir_info.horizontal_filter_pixel_margin; x < max_x; x++)
        {
            int decode_pixel_index = x * channels;

            // If the alpha value is 0 it will clobber the color values. Make sure it's not.
            float alpha = decode_buffer[decode_pixel_index + alpha_channel];

            version(STBIR_NO_ALPHA_EPSILON)
            {}
            else
            {
                if (stbir_info.type != STBIR_TYPE_FLOAT) {
                    alpha += STBIR_ALPHA_EPSILON;
                    decode_buffer[decode_pixel_index + alpha_channel] = alpha;
                }
            }

            for (c = 0; c < channels; c++)
            {
                if (c == alpha_channel)
                    continue;

                decode_buffer[decode_pixel_index + c] *= alpha;
            }
        }
    }

    if (edge_horizontal == STBIR_EDGE_ZERO)
    {
        for (x = -stbir_info.horizontal_filter_pixel_margin; x < 0; x++)
        {
            for (c = 0; c < channels; c++)
                decode_buffer[x*channels + c] = 0;
        }
        for (x = input_w; x < max_x; x++)
        {
            for (c = 0; c < channels; c++)
                decode_buffer[x*channels + c] = 0;
        }
    }
}

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

static float* stbir__add_empty_ring_buffer_entry(stbir__info* stbir_info, int n)
{
    int ring_buffer_index;
    float* ring_buffer;

    stbir_info.ring_buffer_last_scanline = n;

    if (stbir_info.ring_buffer_begin_index < 0)
    {
        ring_buffer_index = stbir_info.ring_buffer_begin_index = 0;
        stbir_info.ring_buffer_first_scanline = n;
    }
    else
    {
        ring_buffer_index = (stbir_info.ring_buffer_begin_index + (stbir_info.ring_buffer_last_scanline - stbir_info.ring_buffer_first_scanline)) % stbir_info.ring_buffer_num_entries;
        assert(ring_buffer_index != stbir_info.ring_buffer_begin_index);
    }

    ring_buffer = stbir__get_ring_buffer_entry(stbir_info.ring_buffer, ring_buffer_index, stbir_info.ring_buffer_length_bytes / cast(int)(float.sizeof));
    memset(ring_buffer, 0, stbir_info.ring_buffer_length_bytes);

    return ring_buffer;
}


static void stbir__resample_horizontal_upsample(stbir__info* stbir_info, float* output_buffer)
{
    int x, k;
    int output_w = stbir_info.output_w;
    int channels = stbir_info.channels;
    float* decode_buffer = stbir__get_decode_buffer(stbir_info);
    stbir__contributors* horizontal_contributors = stbir_info.horizontal_contributors;
    float* horizontal_coefficients = stbir_info.horizontal_coefficients;
    int coefficient_width = stbir_info.horizontal_coefficient_width;

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

        int out_pixel_index = x * channels;
        int coefficient_group = coefficient_width * x;
        int coefficient_counter = 0;

        assert(n1 >= n0);
        assert(n0 >= -stbir_info.horizontal_filter_pixel_margin);
        assert(n1 >= -stbir_info.horizontal_filter_pixel_margin);
        assert(n0 < stbir_info.input_w + stbir_info.horizontal_filter_pixel_margin);
        assert(n1 < stbir_info.input_w + stbir_info.horizontal_filter_pixel_margin);

        switch (channels) {
            case 1:
                for (k = n0; k <= n1; k++)
                {
                    int in_pixel_index = k * 1;
                    float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
                    //assert(coefficient != 0);
                    output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
                }
                break;
            case 2:
                for (k = n0; k <= n1; k++)
                {
                    int in_pixel_index = k * 2;
                    float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
                    //assert(coefficient != 0);
                    output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
                    output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
                }
                break;
            case 3:
                for (k = n0; k <= n1; k++)
                {
                    int in_pixel_index = k * 3;
                    float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
                    //assert(coefficient != 0);
                    output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
                    output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
                    output_buffer[out_pixel_index + 2] += decode_buffer[in_pixel_index + 2] * coefficient;
                }
                break;
            case 4:
                for (k = n0; k <= n1; k++)
                {
                    int in_pixel_index = k * 4;
                    float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
                    //assert(coefficient != 0);
                    output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
                    output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
                    output_buffer[out_pixel_index + 2] += decode_buffer[in_pixel_index + 2] * coefficient;
                    output_buffer[out_pixel_index + 3] += decode_buffer[in_pixel_index + 3] * coefficient;
                }
                break;
            default:
                for (k = n0; k <= n1; k++)
                {
                    int in_pixel_index = k * channels;
                    float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
                    int c;
                    //assert(coefficient != 0);
                    for (c = 0; c < channels; c++)
                        output_buffer[out_pixel_index + c] += decode_buffer[in_pixel_index + c] * coefficient;
                }
                break;
        }
    }
}

static void stbir__resample_horizontal_downsample(stbir__info* stbir_info, float* output_buffer)
{
    int x, k;
    int input_w = stbir_info.input_w;
    int channels = stbir_info.channels;
    float* decode_buffer = stbir__get_decode_buffer(stbir_info);
    stbir__contributors* horizontal_contributors = stbir_info.horizontal_contributors;
    float* horizontal_coefficients = stbir_info.horizontal_coefficients;
    int coefficient_width = stbir_info.horizontal_coefficient_width;
    int filter_pixel_margin = stbir_info.horizontal_filter_pixel_margin;
    int max_x = input_w + filter_pixel_margin * 2;

    assert(!stbir__use_width_upsampling(stbir_info));

    switch (channels) {
        case 1:
            for (x = 0; x < max_x; x++)
            {
                int n0 = horizontal_contributors[x].n0;
                int n1 = horizontal_contributors[x].n1;

                int in_x = x - filter_pixel_margin;
                int in_pixel_index = in_x * 1;
                int max_n = n1;
                int coefficient_group = coefficient_width * x;

                for (k = n0; k <= max_n; k++)
                {
                    int out_pixel_index = k * 1;
                    float coefficient = horizontal_coefficients[coefficient_group + k - n0];
                    //assert(coefficient != 0); // Note: this makes MKS 2021 crash
                    output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
                }
            }
            break;

        case 2:
            for (x = 0; x < max_x; x++)
            {
                int n0 = horizontal_contributors[x].n0;
                int n1 = horizontal_contributors[x].n1;

                int in_x = x - filter_pixel_margin;
                int in_pixel_index = in_x * 2;
                int max_n = n1;
                int coefficient_group = coefficient_width * x;

                for (k = n0; k <= max_n; k++)
                {
                    int out_pixel_index = k * 2;
                    float coefficient = horizontal_coefficients[coefficient_group + k - n0];
                    //assert(coefficient != 0); // Note: this makes MKS 2021 crash
                    output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
                    output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
                }
            }
            break;

        case 3:
            for (x = 0; x < max_x; x++)
            {
                int n0 = horizontal_contributors[x].n0;
                int n1 = horizontal_contributors[x].n1;

                int in_x = x - filter_pixel_margin;
                int in_pixel_index = in_x * 3;
                int max_n = n1;
                int coefficient_group = coefficient_width * x;

                for (k = n0; k <= max_n; k++)
                {
                    int out_pixel_index = k * 3;
                    float coefficient = horizontal_coefficients[coefficient_group + k - n0];
                    //assert(coefficient != 0); // Note: this makes MKS 2021 crash
                    output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
                    output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
                    output_buffer[out_pixel_index + 2] += decode_buffer[in_pixel_index + 2] * coefficient;
                }
            }
            break;

        case 4:
            for (x = 0; x < max_x; x++)
            {
                int n0 = horizontal_contributors[x].n0;
                int n1 = horizontal_contributors[x].n1;

                int in_x = x - filter_pixel_margin;
                int in_pixel_index = in_x * 4;
                int max_n = n1;
                int coefficient_group = coefficient_width * x;

                for (k = n0; k <= max_n; k++)
                {
                    int out_pixel_index = k * 4;
                    float coefficient = horizontal_coefficients[coefficient_group + k - n0];
                    //assert(coefficient != 0); // Note: this makes MKS 2021 crash

                    version(DigitalMars)
                    {
                        output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
                        output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
                        output_buffer[out_pixel_index + 2] += decode_buffer[in_pixel_index + 2] * coefficient;
                        output_buffer[out_pixel_index + 3] += decode_buffer[in_pixel_index + 3] * coefficient;
                    }
                    else
                    {
                        __m128 A = _mm_loadu_ps(&decode_buffer[in_pixel_index]);
                        __m128 B = _mm_loadu_ps(&output_buffer[out_pixel_index]);
                        B = B + A * _mm_set1_ps(coefficient);
                        _mm_storeu_ps(&output_buffer[out_pixel_index], B);
                    }
                }
            }
            break;

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

                int in_x = x - filter_pixel_margin;
                int in_pixel_index = in_x * channels;
                int max_n = n1;
                int coefficient_group = coefficient_width * x;

                for (k = n0; k <= max_n; k++)
                {
                    int c;
                    int out_pixel_index = k * channels;
                    float coefficient = horizontal_coefficients[coefficient_group + k - n0];
                    //assert(coefficient != 0); // Note: this makes MKS 2021 crash
                    for (c = 0; c < channels; c++)
                        output_buffer[out_pixel_index + c] += decode_buffer[in_pixel_index + c] * coefficient;
                }
            }
            break;
    }
}

static void stbir__decode_and_resample_upsample(stbir__info* stbir_info, int n)
{
    // Decode the nth scanline from the source image into the decode buffer.
    stbir__decode_scanline(stbir_info, n);

    // Now resample it into the ring buffer.
    if (stbir__use_width_upsampling(stbir_info))
        stbir__resample_horizontal_upsample(stbir_info, stbir__add_empty_ring_buffer_entry(stbir_info, n));
    else
        stbir__resample_horizontal_downsample(stbir_info, stbir__add_empty_ring_buffer_entry(stbir_info, n));

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

static void stbir__decode_and_resample_downsample(stbir__info* stbir_info, int n)
{
    // Decode the nth scanline from the source image into the decode buffer.
    stbir__decode_scanline(stbir_info, n);

    memset(stbir_info.horizontal_buffer, 0, stbir_info.output_w * stbir_info.channels * float.sizeof);

    // Now resample it into the horizontal buffer.
    if (stbir__use_width_upsampling(stbir_info))
        stbir__resample_horizontal_upsample(stbir_info, stbir_info.horizontal_buffer);
    else
        stbir__resample_horizontal_downsample(stbir_info, stbir_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* stbir__get_ring_buffer_scanline(int get_scanline, float* ring_buffer, int begin_index, int first_scanline, int ring_buffer_num_entries, int ring_buffer_length)
{
    int ring_buffer_index = (begin_index + (get_scanline - first_scanline)) % ring_buffer_num_entries;
    return stbir__get_ring_buffer_entry(ring_buffer, ring_buffer_index, ring_buffer_length);
}


static void stbir__encode_scanline(stbir__info* stbir_info, int num_pixels, void *output_buffer, float *encode_buffer, int channels, int alpha_channel, int decode)
{
    int x;
    int n;
    int num_nonalpha;
    ushort[STBIR_MAX_CHANNELS] nonalpha;

    if (!(stbir_info.flags&STBIR_FLAG_ALPHA_PREMULTIPLIED))
    {
        for (x=0; x < num_pixels; ++x)
        {
            int pixel_index = x*channels;

            float alpha = encode_buffer[pixel_index + alpha_channel];
            float reciprocal_alpha = alpha ? 1.0f / alpha : 0;

            // unrolling this produced a 1% slowdown upscaling a large RGBA linear-space image on my machine - stb
            for (n = 0; n < channels; n++)
                if (n != alpha_channel)
                    encode_buffer[pixel_index + n] *= reciprocal_alpha;

            // We added in a small epsilon to prevent the color channel from being deleted with zero alpha.
            // Because we only add it for integer types, it will automatically be discarded on integer
            // conversion, so we don't need to subtract it back out (which would be problematic for
            // numeric precision reasons).
        }
    }

    // build a table of all channels that need colorspace correction, so
    // we don't perform colorspace correction on channels that don't need it.
    for (x = 0, num_nonalpha = 0; x < channels; ++x)
    {
        if (x != alpha_channel || (stbir_info.flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
        {
            nonalpha[num_nonalpha++] = cast(ushort)x;
        }
    }

    static int STBIR__ROUND_INT_f(float f)
    {
        return cast(int)(f + 0.5f);
    }
    static int STBIR__ROUND_INT_d(double f)
    {
        return cast(int)(f + 0.5);
    }
    static int STBIR__ROUND_UINT_f(float f)
    {
        return cast(uint)(f + 0.5f);
    }
    static int STBIR__ROUND_UINT_d(double f)
    {
        return cast(uint)(f + 0.5);
    }

    static ubyte STBIR__ENCODE_LINEAR8(float f)
    {
        return cast(ubyte) STBIR__ROUND_INT_f(stbir__saturate(f) * stbir__max_uint8_as_float );
    }

    static ushort STBIR__ENCODE_LINEAR16(float f)
    {
        return cast(ushort) STBIR__ROUND_INT_f(stbir__saturate(f) * stbir__max_uint16_as_float );
    }

    switch (decode)
    {
        case STBIR__DECODE(STBIR_TYPE_UINT8, STBIR_COLORSPACE_LINEAR):
            for (x=0; x < num_pixels; ++x)
            {
                int pixel_index = x*channels;

                for (n = 0; n < channels; n++)
                {
                    int index = pixel_index + n;
                    (cast(ubyte*)output_buffer)[index] = STBIR__ENCODE_LINEAR8(encode_buffer[index]);
                }
            }
            break;

        case STBIR__DECODE(STBIR_TYPE_UINT8, STBIR_COLORSPACE_SRGB):
        {
            // Special case because of how slow it is in normal stb_image_resize.
            if (channels == 4 && alpha_channel == -1 && (stbir_info.flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
            {
                for (x = 0; x < num_pixels; ++x)
                {
                    __m128i zero = _mm_setzero_si128();

                    __m128 fpixels = _mm_loadu_ps( &encode_buffer[4*x] );
                    __m128i fpixels_desrgb = stbir__linear_to_srgb_uchar(fpixels);
                    _mm_storeu_si32( (cast(ubyte*)output_buffer) + 4*x, fpixels_desrgb);
                }
            }
            else
            {
                for (x = 0; x < num_pixels; ++x)
                {
                    int pixel_index = x*channels;

                    for (n = 0; n < num_nonalpha; n++)
                    {
                        int index = pixel_index + nonalpha[n];
                        (cast(ubyte*)output_buffer)[index] = stbir__linear_to_srgb_uchar(encode_buffer[index]);
                    }

                    if (!(stbir_info.flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
                        (cast(ubyte*)output_buffer)[pixel_index + alpha_channel] = STBIR__ENCODE_LINEAR8(encode_buffer[pixel_index+alpha_channel]);
                }
            }
            break;
        }

        case STBIR__DECODE(STBIR_TYPE_UINT16, STBIR_COLORSPACE_LINEAR):
            for (x=0; x < num_pixels; ++x)
            {
                int pixel_index = x*channels;

                for (n = 0; n < channels; n++)
                {
                    int index = pixel_index + n;
                    (cast(ushort*)output_buffer)[index] = STBIR__ENCODE_LINEAR16(encode_buffer[index]);
                }
            }
            break;

        case STBIR__DECODE(STBIR_TYPE_UINT16, STBIR_COLORSPACE_SRGB):
            for (x=0; x < num_pixels; ++x)
            {
                int pixel_index = x*channels;

                for (n = 0; n < num_nonalpha; n++)
                {
                    int index = pixel_index + nonalpha[n];
                    (cast(ushort*)output_buffer)[index] = cast(ushort)STBIR__ROUND_INT_f(stbir__linear_to_srgb(stbir__saturate(encode_buffer[index])) * stbir__max_uint16_as_float);
                }

                if (!(stbir_info.flags&STBIR_FLAG_ALPHA_USES_COLORSPACE))
                    (cast(ushort*)output_buffer)[pixel_index + alpha_channel] = STBIR__ENCODE_LINEAR16(encode_buffer[pixel_index + alpha_channel]);
            }

            break;

        case STBIR__DECODE(STBIR_TYPE_UINT32, STBIR_COLORSPACE_LINEAR):
            for (x=0; x < num_pixels; ++x)
            {
                int pixel_index = x*channels;

                for (n = 0; n < channels; n++)
                {
                    int index = pixel_index + n;
                    (cast(uint*)output_buffer)[index] = cast(uint)STBIR__ROUND_UINT_d((cast(double)stbir__saturate(encode_buffer[index])) * stbir__max_uint32_as_float);
                }
            }
            break;

        case STBIR__DECODE(STBIR_TYPE_UINT32, STBIR_COLORSPACE_SRGB):
            for (x=0; x < num_pixels; ++x)
            {
                int pixel_index = x*channels;

                for (n = 0; n < num_nonalpha; n++)
                {
                    int index = pixel_index + nonalpha[n];
                    (cast(uint*)output_buffer)[index] = cast(uint)STBIR__ROUND_UINT_d((cast(double)stbir__linear_to_srgb(stbir__saturate(encode_buffer[index]))) * stbir__max_uint32_as_float);
                }

                if (!(stbir_info.flags&STBIR_FLAG_ALPHA_USES_COLORSPACE))
                    (cast(uint*)output_buffer)[pixel_index + alpha_channel] = cast(uint) STBIR__ROUND_INT_d((cast(double)stbir__saturate(encode_buffer[pixel_index + alpha_channel])) * stbir__max_uint32_as_float);
            }
            break;

        case STBIR__DECODE(STBIR_TYPE_FLOAT, STBIR_COLORSPACE_LINEAR):
            for (x=0; x < num_pixels; ++x)
            {
                int pixel_index = x*channels;

                for (n = 0; n < channels; n++)
                {
                    int index = pixel_index + n;
                    (cast(float*)output_buffer)[index] = encode_buffer[index];
                }
            }
            break;

        case STBIR__DECODE(STBIR_TYPE_FLOAT, STBIR_COLORSPACE_SRGB):
            for (x=0; x < num_pixels; ++x)
            {
                int pixel_index = x*channels;

                for (n = 0; n < num_nonalpha; n++)
                {
                    int index = pixel_index + nonalpha[n];
                    (cast(float*)output_buffer)[index] = stbir__linear_to_srgb(encode_buffer[index]);
                }

                if (!(stbir_info.flags&STBIR_FLAG_ALPHA_USES_COLORSPACE))
                    (cast(float*)output_buffer)[pixel_index + alpha_channel] = encode_buffer[pixel_index + alpha_channel];
            }
            break;

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

static void stbir__resample_vertical_upsample(stbir__info* stbir_info, int n)
{
    int x, k;
    int output_w = stbir_info.output_w;
    stbir__contributors* vertical_contributors = stbir_info.vertical_contributors;
    float* vertical_coefficients = stbir_info.vertical_coefficients;
    int channels = stbir_info.channels;
    int alpha_channel = stbir_info.alpha_channel;
    int type = stbir_info.type;
    int colorspace = stbir_info.colorspace;
    int ring_buffer_entries = stbir_info.ring_buffer_num_entries;
    void* output_data = stbir_info.output_data;
    float* encode_buffer = stbir_info.encode_buffer;
    int decode = STBIR__DECODE(type, colorspace);
    int coefficient_width = stbir_info.vertical_coefficient_width;
    int coefficient_counter;
    int contributor = n;

    float* ring_buffer = stbir_info.ring_buffer;
    int ring_buffer_begin_index = stbir_info.ring_buffer_begin_index;
    int ring_buffer_first_scanline = stbir_info.ring_buffer_first_scanline;
    int ring_buffer_length = stbir_info.ring_buffer_length_bytes / cast(int)(float.sizeof);

    int n0,n1, output_row_start;
    int coefficient_group = coefficient_width * contributor;

    n0 = vertical_contributors[contributor].n0;
    n1 = vertical_contributors[contributor].n1;

    output_row_start = n * stbir_info.output_stride_bytes;

    assert(stbir__use_height_upsampling(stbir_info));

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

    // I tried reblocking this for better cache usage of encode_buffer
    // (using x_outer, k, x_inner), but it lost speed. -- stb

    coefficient_counter = 0;
    switch (channels) {
        case 1:
            for (k = n0; k <= n1; k++)
            {
                int coefficient_index = coefficient_counter++;
                float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
                float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
                for (x = 0; x < output_w; ++x)
                {
                    int in_pixel_index = x * 1;
                    encode_buffer[in_pixel_index + 0] += ring_buffer_entry[in_pixel_index + 0] * coefficient;
                }
            }
            break;
        case 2:
            for (k = n0; k <= n1; k++)
            {
                int coefficient_index = coefficient_counter++;
                float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
                float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
                for (x = 0; x < output_w; ++x)
                {
                    int in_pixel_index = x * 2;
                    encode_buffer[in_pixel_index + 0] += ring_buffer_entry[in_pixel_index + 0] * coefficient;
                    encode_buffer[in_pixel_index + 1] += ring_buffer_entry[in_pixel_index + 1] * coefficient;
                }
            }
            break;
        case 3:
            for (k = n0; k <= n1; k++)
            {
                int coefficient_index = coefficient_counter++;
                float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
                float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
                for (x = 0; x < output_w; ++x)
                {
                    int in_pixel_index = x * 3;
                    encode_buffer[in_pixel_index + 0] += ring_buffer_entry[in_pixel_index + 0] * coefficient;
                    encode_buffer[in_pixel_index + 1] += ring_buffer_entry[in_pixel_index + 1] * coefficient;
                    encode_buffer[in_pixel_index + 2] += ring_buffer_entry[in_pixel_index + 2] * coefficient;
                }
            }
            break;
        case 4:
            for (k = n0; k <= n1; k++)
            {
                int coefficient_index = coefficient_counter++;
                float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
                float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
                for (x = 0; x < output_w; ++x)
                {
                    int in_pixel_index = x * 4;
                    encode_buffer[in_pixel_index + 0] += ring_buffer_entry[in_pixel_index + 0] * coefficient;
                    encode_buffer[in_pixel_index + 1] += ring_buffer_entry[in_pixel_index + 1] * coefficient;
                    encode_buffer[in_pixel_index + 2] += ring_buffer_entry[in_pixel_index + 2] * coefficient;
                    encode_buffer[in_pixel_index + 3] += ring_buffer_entry[in_pixel_index + 3] * coefficient;
                }
            }
            break;
        default:
            for (k = n0; k <= n1; k++)
            {
                int coefficient_index = coefficient_counter++;
                float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
                float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
                for (x = 0; x < output_w; ++x)
                {
                    int in_pixel_index = x * channels;
                    int c;
                    for (c = 0; c < channels; c++)
                        encode_buffer[in_pixel_index + c] += ring_buffer_entry[in_pixel_index + c] * coefficient;
                }
            }
            break;
    }
    stbir__encode_scanline(stbir_info, output_w, cast(char *) output_data + output_row_start, encode_buffer, channels, alpha_channel, decode);
}

static void stbir__resample_vertical_downsample(stbir__info* stbir_info, int n)
{
    int x, k;
    int output_w = stbir_info.output_w;
    stbir__contributors* vertical_contributors = stbir_info.vertical_contributors;
    float* vertical_coefficients = stbir_info.vertical_coefficients;
    int channels = stbir_info.channels;
    int ring_buffer_entries = stbir_info.ring_buffer_num_entries;
    float* horizontal_buffer = stbir_info.horizontal_buffer;
    int coefficient_width = stbir_info.vertical_coefficient_width;
    int contributor = n + stbir_info.vertical_filter_pixel_margin;

    float* ring_buffer = stbir_info.ring_buffer;
    int ring_buffer_begin_index = stbir_info.ring_buffer_begin_index;
    int ring_buffer_first_scanline = stbir_info.ring_buffer_first_scanline;
    int ring_buffer_length = stbir_info.ring_buffer_length_bytes / cast(int)(float.sizeof);
    int n0,n1;

    n0 = vertical_contributors[contributor].n0;
    n1 = vertical_contributors[contributor].n1;

    assert(!stbir__use_height_upsampling(stbir_info));

    for (k = n0; k <= n1; k++)
    {
        int coefficient_index = k - n0;
        int coefficient_group = coefficient_width * contributor;
        float coefficient = vertical_coefficients[coefficient_group + coefficient_index];

        float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);

        switch (channels) {
            case 1:
                for (x = 0; x < output_w; x++)
                {
                    int in_pixel_index = x * 1;
                    ring_buffer_entry[in_pixel_index + 0] += horizontal_buffer[in_pixel_index + 0] * coefficient;
                }
                break;
            case 2:
                for (x = 0; x < output_w; x++)
                {
                    int in_pixel_index = x * 2;
                    ring_buffer_entry[in_pixel_index + 0] += horizontal_buffer[in_pixel_index + 0] * coefficient;
                    ring_buffer_entry[in_pixel_index + 1] += horizontal_buffer[in_pixel_index + 1] * coefficient;
                }
                break;
            case 3:
                for (x = 0; x < output_w; x++)
                {
                    int in_pixel_index = x * 3;
                    ring_buffer_entry[in_pixel_index + 0] += horizontal_buffer[in_pixel_index + 0] * coefficient;
                    ring_buffer_entry[in_pixel_index + 1] += horizontal_buffer[in_pixel_index + 1] * coefficient;
                    ring_buffer_entry[in_pixel_index + 2] += horizontal_buffer[in_pixel_index + 2] * coefficient;
                }
                break;
            case 4:

                __m128 vCoefficients = _mm_set1_ps(coefficient);

                for (x = 0; x < output_w; x++)
                {
                    int in_pixel_index = x * 4;
                    __m128 A = _mm_loadu_ps(&horizontal_buffer[in_pixel_index]);
                    __m128 B = _mm_loadu_ps(&ring_buffer_entry[in_pixel_index]);
                    _mm_storeu_ps( &ring_buffer_entry[in_pixel_index], B + A * vCoefficients);
                }
                break;
            default:
                for (x = 0; x < output_w; x++)
                {
                    int in_pixel_index = x * channels;

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

static void stbir__buffer_loop_upsample(stbir__info* stbir_info)
{
    int y;
    float scale_ratio = stbir_info.vertical_scale;
    float out_scanlines_radius = stbir__filter_info_table[stbir_info.vertical_filter].support(1/scale_ratio) * scale_ratio;

    assert(stbir__use_height_upsampling(stbir_info));

    for (y = 0; y < stbir_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;

        stbir__calculate_sample_range_upsample(y, out_scanlines_radius, scale_ratio, stbir_info.vertical_shift, &in_first_scanline, &in_last_scanline, &in_center_of_out);

        assert(in_last_scanline - in_first_scanline + 1 <= stbir_info.ring_buffer_num_entries);

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

        // Load in new ones.
        if (stbir_info.ring_buffer_begin_index < 0)
            stbir__decode_and_resample_upsample(stbir_info, in_first_scanline);

        while (in_last_scanline > stbir_info.ring_buffer_last_scanline)
            stbir__decode_and_resample_upsample(stbir_info, stbir_info.ring_buffer_last_scanline + 1);

        // Now all buffers should be ready to write a row of vertical sampling.
        stbir__resample_vertical_upsample(stbir_info, y);
    }
}

static void stbir__empty_ring_buffer(stbir__info* stbir_info, int first_necessary_scanline)
{
    int output_stride_bytes = stbir_info.output_stride_bytes;
    int channels = stbir_info.channels;
    int alpha_channel = stbir_info.alpha_channel;
    int type = stbir_info.type;
    int colorspace = stbir_info.colorspace;
    int output_w = stbir_info.output_w;
    void* output_data = stbir_info.output_data;
    int decode = STBIR__DECODE(type, colorspace);

    float* ring_buffer = stbir_info.ring_buffer;
    int ring_buffer_length = stbir_info.ring_buffer_length_bytes / cast(int)(float.sizeof);

    if (stbir_info.ring_buffer_begin_index >= 0)
    {
        // Get rid of whatever we don't need anymore.
        while (first_necessary_scanline > stbir_info.ring_buffer_first_scanline)
        {
            if (stbir_info.ring_buffer_first_scanline >= 0 && stbir_info.ring_buffer_first_scanline < stbir_info.output_h)
            {
                int output_row_start = stbir_info.ring_buffer_first_scanline * output_stride_bytes;
                float* ring_buffer_entry = stbir__get_ring_buffer_entry(ring_buffer, stbir_info.ring_buffer_begin_index, ring_buffer_length);
                stbir__encode_scanline(stbir_info, output_w, cast(char *) output_data + output_row_start, ring_buffer_entry, channels, alpha_channel, decode);
            }

            if (stbir_info.ring_buffer_first_scanline == stbir_info.ring_buffer_last_scanline)
            {
                // We just popped the last scanline off the ring buffer.
                // Reset it to the empty state.
                stbir_info.ring_buffer_begin_index = -1;
                stbir_info.ring_buffer_first_scanline = 0;
                stbir_info.ring_buffer_last_scanline = 0;
                break;
            }
            else
            {
                stbir_info.ring_buffer_first_scanline++;
                stbir_info.ring_buffer_begin_index = (stbir_info.ring_buffer_begin_index + 1) % stbir_info.ring_buffer_num_entries;
            }
        }
    }
}

static void stbir__buffer_loop_downsample(stbir__info* stbir_info)
{
    int y;
    float scale_ratio = stbir_info.vertical_scale;
    int output_h = stbir_info.output_h;
    float in_pixels_radius = stbir__filter_info_table[stbir_info.vertical_filter].support(scale_ratio) / scale_ratio;
    int pixel_margin = stbir_info.vertical_filter_pixel_margin;
    int max_y = stbir_info.input_h + pixel_margin;

    assert(!stbir__use_height_upsampling(stbir_info));

    for (y = -pixel_margin; 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;

        stbir__calculate_sample_range_downsample(y, in_pixels_radius, scale_ratio, stbir_info.vertical_shift, &out_first_scanline, &out_last_scanline, &out_center_of_in);

        assert(out_last_scanline - out_first_scanline + 1 <= stbir_info.ring_buffer_num_entries);

        if (out_last_scanline < 0 || out_first_scanline >= output_h)
            continue;

        stbir__empty_ring_buffer(stbir_info, out_first_scanline);

        stbir__decode_and_resample_downsample(stbir_info, y);

        // Load in new ones.
        if (stbir_info.ring_buffer_begin_index < 0)
            stbir__add_empty_ring_buffer_entry(stbir_info, out_first_scanline);

        while (out_last_scanline > stbir_info.ring_buffer_last_scanline)
            stbir__add_empty_ring_buffer_entry(stbir_info, stbir_info.ring_buffer_last_scanline + 1);

        // Now the horizontal buffer is ready to write to all ring buffer rows.
        stbir__resample_vertical_downsample(stbir_info, y);
    }

    stbir__empty_ring_buffer(stbir_info, stbir_info.output_h);
}

static void stbir__setup(stbir__info *info, int input_w, int input_h, int output_w, int output_h, int channels)
{
    info.input_w = input_w;
    info.input_h = input_h;
    info.output_w = output_w;
    info.output_h = output_h;
    info.channels = channels;
}

static void stbir__calculate_transform(stbir__info *info, float s0, float t0, float s1, float t1, float *transform)
{
    info.s0 = s0;
    info.t0 = t0;
    info.s1 = s1;
    info.t1 = t1;

    if (transform)
    {
        info.horizontal_scale = transform[0];
        info.vertical_scale   = transform[1];
        info.horizontal_shift = transform[2];
        info.vertical_shift   = transform[3];
    }
    else
    {
        info.horizontal_scale = (cast(float)info.output_w / info.input_w) / (s1 - s0);
        info.vertical_scale = (cast(float)info.output_h / info.input_h) / (t1 - t0);

        info.horizontal_shift = s0 * info.output_w / (s1 - s0);
        info.vertical_shift = t0 * info.output_h / (t1 - t0);
    }
}

static void stbir__choose_filter(stbir__info *info, stbir_filter h_filter, stbir_filter v_filter)
{
    if (h_filter == 0)
        h_filter = stbir__use_upsampling(info.horizontal_scale) ? STBIR_DEFAULT_FILTER_UPSAMPLE : STBIR_DEFAULT_FILTER_DOWNSAMPLE;
    if (v_filter == 0)
        v_filter = stbir__use_upsampling(info.vertical_scale)   ? STBIR_DEFAULT_FILTER_UPSAMPLE : STBIR_DEFAULT_FILTER_DOWNSAMPLE;
    info.horizontal_filter = h_filter;
    info.vertical_filter = v_filter;
}

static uint stbir__calculate_memory(stbir__info *info)
{
    int pixel_margin = stbir__get_filter_pixel_margin(info.horizontal_filter, info.horizontal_scale);
    int filter_height = stbir__get_filter_pixel_width(info.vertical_filter, info.vertical_scale);

    info.horizontal_num_contributors = stbir__get_contributors(info.horizontal_scale, info.horizontal_filter, info.input_w, info.output_w);
    info.vertical_num_contributors   = stbir__get_contributors(info.vertical_scale  , info.vertical_filter  , info.input_h, info.output_h);

    // One extra entry because floating point precision problems sometimes cause an extra to be necessary.
    info.ring_buffer_num_entries = filter_height + 1;

    info.horizontal_contributors_size = info.horizontal_num_contributors                  * cast(int)(stbir__contributors.sizeof);
    info.horizontal_coefficients_size = stbir__get_total_horizontal_coefficients(info)    * cast(int)(float.sizeof);
    info.vertical_contributors_size   = info.vertical_num_contributors                    * cast(int)(stbir__contributors.sizeof);
    info.vertical_coefficients_size   = stbir__get_total_vertical_coefficients(info)      * cast(int)(float.sizeof);
    info.decode_buffer_size           = (info.input_w + pixel_margin * 2) * info.channels * cast(int)(float.sizeof);
    info.horizontal_buffer_size       = info.output_w * info.channels                     * cast(int)(float.sizeof);
    info.ring_buffer_size             = info.output_w * info.channels                     * info.ring_buffer_num_entries * cast(int)(float.sizeof);
    info.encode_buffer_size           = info.output_w * info.channels                     * cast(int)(float.sizeof);

    assert(info.horizontal_filter != 0);
    assert(info.horizontal_filter < stbir__filter_info_table.length); // this now happens too late
    assert(info.vertical_filter != 0);
    assert(info.vertical_filter < stbir__filter_info_table.length); // this now happens too late

    if (stbir__use_height_upsampling(info))
        // 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.
        info.horizontal_buffer_size = 0;
    else
        // The encode buffer is to retain precision in the height upsampling method
        // and isn't used when height downsampling.
        info.encode_buffer_size = 0;

    return info.horizontal_contributors_size + info.horizontal_coefficients_size
        + info.vertical_contributors_size + info.vertical_coefficients_size
        + info.decode_buffer_size + info.horizontal_buffer_size
        + info.ring_buffer_size + info.encode_buffer_size;
}

static int stbir__resize_allocated(stbir__info *info,
    const void* input_data, int input_stride_in_bytes,
    void* output_data, int output_stride_in_bytes,
    int alpha_channel, uint flags, stbir_datatype type,
    stbir_edge edge_horizontal, stbir_edge edge_vertical, stbir_colorspace colorspace,
    void* tempmem, size_t tempmem_size_in_bytes)
{
    size_t memory_required = stbir__calculate_memory(info);

    int width_stride_input = input_stride_in_bytes ? input_stride_in_bytes : info.channels * info.input_w * stbir__type_size[type];
    int width_stride_output = output_stride_in_bytes ? output_stride_in_bytes : info.channels * info.output_w * stbir__type_size[type];

    assert(info.channels >= 0);
    assert(info.channels <= STBIR_MAX_CHANNELS);

    if (info.channels < 0 || info.channels > STBIR_MAX_CHANNELS)
        return 0;

    assert(info.horizontal_filter < stbir__filter_info_table.length);
    assert(info.vertical_filter < stbir__filter_info_table.length);

    if (info.horizontal_filter >= stbir__filter_info_table.length)
        return 0;
    if (info.vertical_filter >= stbir__filter_info_table.length)
        return 0;

    if (alpha_channel < 0)
        flags |= STBIR_FLAG_ALPHA_USES_COLORSPACE | STBIR_FLAG_ALPHA_PREMULTIPLIED;

    if (!(flags&STBIR_FLAG_ALPHA_USES_COLORSPACE) || !(flags&STBIR_FLAG_ALPHA_PREMULTIPLIED)) {
        assert(alpha_channel >= 0 && alpha_channel < info.channels);
    }

    if (alpha_channel >= info.channels)
        return 0;

    assert(tempmem);

    if (!tempmem)
        return 0;

    assert(tempmem_size_in_bytes >= memory_required);

    if (tempmem_size_in_bytes < memory_required)
        return 0;

    memset(tempmem, 0, tempmem_size_in_bytes);

    info.input_data = input_data;
    info.input_stride_bytes = width_stride_input;

    info.output_data = output_data;
    info.output_stride_bytes = width_stride_output;

    info.alpha_channel = alpha_channel;
    info.flags = flags;
    info.type = type;
    info.edge_horizontal = edge_horizontal;
    info.edge_vertical = edge_vertical;
    info.colorspace = colorspace;

    info.horizontal_coefficient_width   = stbir__get_coefficient_width  (info.horizontal_filter, info.horizontal_scale);
    info.vertical_coefficient_width     = stbir__get_coefficient_width  (info.vertical_filter  , info.vertical_scale  );
    info.horizontal_filter_pixel_width  = stbir__get_filter_pixel_width (info.horizontal_filter, info.horizontal_scale);
    info.vertical_filter_pixel_width    = stbir__get_filter_pixel_width (info.vertical_filter  , info.vertical_scale  );
    info.horizontal_filter_pixel_margin = stbir__get_filter_pixel_margin(info.horizontal_filter, info.horizontal_scale);
    info.vertical_filter_pixel_margin   = stbir__get_filter_pixel_margin(info.vertical_filter  , info.vertical_scale  );

    info.ring_buffer_length_bytes = info.output_w * info.channels * cast(int)(float.sizeof);
    info.decode_buffer_pixels = info.input_w + info.horizontal_filter_pixel_margin * 2;

    static newtype* STBIR__NEXT_MEMPTR(newtype)(void* current, size_t current_size)
    {
        return cast(newtype*)( (cast(ubyte*)current) + current_size );
    }

    info.horizontal_contributors = cast(stbir__contributors *) tempmem;
    info.horizontal_coefficients = STBIR__NEXT_MEMPTR!float              (info.horizontal_contributors, info.horizontal_contributors_size);
    info.vertical_contributors   = STBIR__NEXT_MEMPTR!stbir__contributors(info.horizontal_coefficients, info.horizontal_coefficients_size);
    info.vertical_coefficients   = STBIR__NEXT_MEMPTR!float              (info.vertical_contributors,   info.vertical_contributors_size);
    info.decode_buffer           = STBIR__NEXT_MEMPTR!float              (info.vertical_coefficients,   info.vertical_coefficients_size);

    if (stbir__use_height_upsampling(info))
    {
        info.horizontal_buffer   = null;
        info.ring_buffer         = STBIR__NEXT_MEMPTR!float              (info.decode_buffer,           info.decode_buffer_size);
        info.encode_buffer       = STBIR__NEXT_MEMPTR!float              (info.ring_buffer,             info.ring_buffer_size);

        assert(cast(size_t)STBIR__NEXT_MEMPTR!ubyte(info.encode_buffer, info.encode_buffer_size) == cast(size_t)tempmem + tempmem_size_in_bytes);
    }
    else
    {
        info.horizontal_buffer   = STBIR__NEXT_MEMPTR!float              (info.decode_buffer,           info.decode_buffer_size);
        info.ring_buffer         = STBIR__NEXT_MEMPTR!float              (info.horizontal_buffer,       info.horizontal_buffer_size);
        info.encode_buffer = null;

        assert(cast(size_t)STBIR__NEXT_MEMPTR!ubyte(info.ring_buffer, info.ring_buffer_size) == cast(size_t)tempmem + tempmem_size_in_bytes);
    }

    // This signals that the ring buffer is empty
    info.ring_buffer_begin_index = -1;

    stbir__calculate_filters(info.horizontal_contributors, info.horizontal_coefficients, info.horizontal_filter, info.horizontal_scale, info.horizontal_shift, info.input_w, info.output_w);
    stbir__calculate_filters(info.vertical_contributors, info.vertical_coefficients, info.vertical_filter, info.vertical_scale, info.vertical_shift, info.input_h, info.output_h);

    if (stbir__use_height_upsampling(info))
        stbir__buffer_loop_upsample(info);
    else
        stbir__buffer_loop_downsample(info);

    return 1;
}


static int stbir__resize_arbitrary(
    void *alloc_context,
    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,
    float s0, float t0, float s1, float t1, float *transform,
    int channels, int alpha_channel, uint flags, stbir_datatype type,
    stbir_filter h_filter, stbir_filter v_filter,
    stbir_edge edge_horizontal, stbir_edge edge_vertical, stbir_colorspace colorspace)
{
    stbir__info info;
    int result;
    size_t memory_required;
    void* extra_memory;

    stbir__setup(&info, input_w, input_h, output_w, output_h, channels);
    stbir__calculate_transform(&info, s0,t0,s1,t1,transform);
    stbir__choose_filter(&info, h_filter, v_filter);
    memory_required = stbir__calculate_memory(&info);
    extra_memory = STBIR_MALLOC(memory_required, alloc_context);

    if (!extra_memory)
        return 0;

    result = stbir__resize_allocated(&info, input_data, input_stride_in_bytes,
                                            output_data, output_stride_in_bytes,
                                            alpha_channel, flags, type,
                                            edge_horizontal, edge_vertical,
                                            colorspace, extra_memory, memory_required);

    STBIR_FREE(extra_memory, alloc_context);

    return result;
}



int stbir_resize_uint8_srgb_edgemode(const(ubyte)*input_pixels , int input_w , int input_h , int input_stride_in_bytes,
                                                    ubyte*output_pixels, int output_w, int output_h, int output_stride_in_bytes,
                                              int num_channels, int alpha_channel, int flags,
                                              stbir_edge edge_wrap_mode)
{
    return stbir__resize_arbitrary(null, input_pixels, input_w, input_h, input_stride_in_bytes,
        output_pixels, output_w, output_h, output_stride_in_bytes,
        0,0,1,1,null,num_channels,alpha_channel,flags, STBIR_TYPE_UINT8, STBIR_FILTER_DEFAULT, STBIR_FILTER_DEFAULT,
        edge_wrap_mode, edge_wrap_mode, STBIR_COLORSPACE_SRGB);
}

int stbir_resize_uint8_generic( const(ubyte)*input_pixels , int input_w , int input_h , int input_stride_in_bytes,
                                               ubyte*output_pixels, int output_w, int output_h, int output_stride_in_bytes,
                                         int num_channels, int alpha_channel, int flags,
                                         stbir_edge edge_wrap_mode, stbir_filter filter, stbir_colorspace space,
                                         void *alloc_context)
{
    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
        output_pixels, output_w, output_h, output_stride_in_bytes,
        0,0,1,1,null,num_channels,alpha_channel,flags, STBIR_TYPE_UINT8, filter, filter,
        edge_wrap_mode, edge_wrap_mode, space);
}

int stbir_resize_uint16_generic(const ushort *input_pixels  , int input_w , int input_h , int input_stride_in_bytes,
                                               ushort *output_pixels , int output_w, int output_h, int output_stride_in_bytes,
                                         int num_channels, int alpha_channel, int flags,
                                         stbir_edge edge_wrap_mode, stbir_filter filter, stbir_colorspace space,
                                         void *alloc_context)
{
    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
        output_pixels, output_w, output_h, output_stride_in_bytes,
        0,0,1,1,null,num_channels,alpha_channel,flags, STBIR_TYPE_UINT16, filter, filter,
        edge_wrap_mode, edge_wrap_mode, space);
}


int stbir_resize(         const void *input_pixels , int input_w , int input_h , int input_stride_in_bytes,
                                         void *output_pixels, int output_w, int output_h, int output_stride_in_bytes,
                                   stbir_datatype datatype,
                                   int num_channels, int alpha_channel, int flags,
                                   stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
                                   stbir_filter filter_horizontal,  stbir_filter filter_vertical,
                                   stbir_colorspace space, void *alloc_context)
{
    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
        output_pixels, output_w, output_h, output_stride_in_bytes,
        0,0,1,1,null,num_channels,alpha_channel,flags, datatype, filter_horizontal, filter_vertical,
        edge_mode_horizontal, edge_mode_vertical, space);
}


int stbir_resize_subpixel(const void *input_pixels , int input_w , int input_h , int input_stride_in_bytes,
                                         void *output_pixels, int output_w, int output_h, int output_stride_in_bytes,
                                   stbir_datatype datatype,
                                   int num_channels, int alpha_channel, int flags,
                                   stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
                                   stbir_filter filter_horizontal,  stbir_filter filter_vertical,
                                   stbir_colorspace space, void *alloc_context,
                                   float x_scale, float y_scale,
                                   float x_offset, float y_offset)
{
    float[4] transform;
    transform[0] = x_scale;
    transform[1] = y_scale;
    transform[2] = x_offset;
    transform[3] = y_offset;
    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
        output_pixels, output_w, output_h, output_stride_in_bytes,
        0,0,1,1,transform.ptr,num_channels,alpha_channel,flags, datatype, filter_horizontal, filter_vertical,
        edge_mode_horizontal, edge_mode_vertical, space);
}

int stbir_resize_region(  const void *input_pixels , int input_w , int input_h , int input_stride_in_bytes,
                                         void *output_pixels, int output_w, int output_h, int output_stride_in_bytes,
                                   stbir_datatype datatype,
                                   int num_channels, int alpha_channel, int flags,
                                   stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
                                   stbir_filter filter_horizontal,  stbir_filter filter_vertical,
                                   stbir_colorspace space, void *alloc_context,
                                   float s0, float t0, float s1, float t1)
{
    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
        output_pixels, output_w, output_h, output_stride_in_bytes,
        s0,t0,s1,t1,null,num_channels,alpha_channel,flags, datatype, filter_horizontal, filter_vertical,
        edge_mode_horizontal, edge_mode_vertical, space);
}

/*
------------------------------------------------------------------------------
This software is available under 2 licenses -- choose whichever you prefer.
------------------------------------------------------------------------------
ALTERNATIVE A - MIT License
Copyright (c) 2017 Sean Barrett
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the "Software"), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
of the Software, and to permit persons to whom the Software is furnished to do
so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
------------------------------------------------------------------------------
ALTERNATIVE B - Public Domain (www.unlicense.org)
This is free and unencumbered software released into the public domain.
Anyone is free to copy, modify, publish, use, compile, sell, or distribute this
software, either in source code form or as a compiled binary, for any purpose,
commercial or non-commercial, and by any means.
In jurisdictions that recognize copyright laws, the author or authors of this
software dedicate any and all copyright interest in the software to the public
domain. We make this dedication for the benefit of the public at large and to
the detriment of our heirs and successors. We intend this dedication to be an
overt act of relinquishment in perpetuity of all present and future rights to
this software under copyright law.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
------------------------------------------------------------------------------
*/

}