public ScaleImage(SColor[] _colors, int _width)
{
m_originalColors = _colors;
m_width = _width;
m_height = m_originalColors.Length / _width;
}
public SColor[] ScaleLinear(int _targetWidth, int _targetHeight)
{
m_scaleX = m_width / (float)_targetWidth;
m_scaleY = m_height / (float)_targetHeight;
// 500 / 250 = 2
m_scaleSizeX = (int)System.Math.Round(m_scaleX / 2.0f);
m_scaleSizeY = (int)System.Math.Round(m_scaleY / 2.0f);
m_outArray = new SColor[_targetWidth * _targetHeight];
for (int y = 0; y < _targetHeight; y++)
{
for (int x = 0; x < _targetWidth; x++)
{
m_buffer = GetPixelsForTargetPixel(x, y);
SColor result = MergePixels();
m_outArray [y * _targetWidth + x] = result;
}
}
return(m_outArray);
}
public void Add(SColor _c)
{
r += _c.r;
g += _c.g;
b += _c.b;
a += _c.a;
}
public void Add(SColor _c)
{
r += _c.r;
g += _c.g;
b += _c.b;
a += _c.a;
}
SColor MergePixels()
{
SColor outColor = new SColor(0, 0, 0, 0);
for (int i = 0; i < m_buffer.Length; i++)
{
outColor.Add(m_buffer[i]);
}
outColor.Divide(m_buffer.Length);
return(outColor);
}
public static Scaling.SColor[] GetColors(Color32[] _bytes)
{
Scaling.SColor[] outArray = new Scaling.SColor[_bytes.Length];
for (int i = 0; i < _bytes.Length; i++)
{
outArray[i] = new Scaling.SColor(
_bytes[i].r / 255.0f,
_bytes[i].g / 255.0f,
_bytes[i].b / 255.0f,
_bytes[i].a / 255.0f
);
}
return(outArray);
}
public static Scaling.SColor[] GetColors(Color32[] _bytes)
{
Scaling.SColor[] outArray = new Scaling.SColor[_bytes.Length];
for(int i = 0;i< _bytes.Length;i++)
{
outArray[i] = new Scaling.SColor(
_bytes[i].r / 255.0f,
_bytes[i].g / 255.0f,
_bytes[i].b / 255.0f,
_bytes[i].a / 255.0f
);
}
return outArray;
}
public SColor[] Filter(int _targetWidth, int _targetHeight)
{
double xfactor = _targetWidth / (double)m_width;
double yfactor = _targetHeight / (double)m_height;
minsupport = 5;
// reset kernel cache
m_kernelsCacheX = new Kernel1D[100];
m_kernelsCacheY = new Kernel1D[100];
// create empty output image
m_targetWidth = (int)(0.5 + m_width * xfactor);
m_targetHeight = (int)(0.5 + m_height * yfactor);
m_output = new SColor[m_targetWidth * m_targetHeight];
// for each pixel in output image
for (int y = 0; y < m_targetHeight; y++)
{
for (int x = 0; x < m_targetWidth; x++)
{
// ideal sample point in the source image
double xo = x / xfactor;
double yo = y / yfactor;
// separate integer part and fractionnal part
int x_int = (int)xo;
double x_frac = xo - x_int;
int y_int = (int)yo;
double y_frac = yo - y_int;
// get/compute resampling Kernels
Kernel1D kx = getKernelX(xfactor, x_frac);
Kernel1D ky = getKernelY(yfactor, y_frac);
// compute resampled value
SColor rgb = fastconvolve(x_int, y_int, kx, ky);
// set to output image
m_output[x + y * m_targetWidth] = rgb;
}
}
return(m_output);
}
/**
* convolve an image with a kernel for one pixel
*
* @param c input image
* @param x,y coords of the pixel
* @param kernelx,kernely kernels to use
* @return new value of the pixel
*/
private SColor fastconvolve(int x, int y, Kernel1D kernelx, Kernel1D kernely)
{
int halfwindowy = kernely.size / 2; // assume a odd size
int halfwindowx = kernelx.size / 2; // assume a odd size
// empty tmpbuffer
ArrayFill(tmpbuffer_r, 0);
ArrayFill(tmpbuffer_g, 0);
ArrayFill(tmpbuffer_b, 0);
ArrayFill(tmpbuffer_a, 0);
// pass 1 : horizontal convolution of image lines aree stored in tmpbuffer
for (int dy = -halfwindowy; dy <= halfwindowy; dy++)
{
if (y + dy < 0 || y + dy >= m_height)
{
continue;
}
for (int dx = -halfwindowx; dx <= halfwindowx; dx++)
{
if (x + dx < 0 || x + dx >= m_width)
{
continue;
}
SColor rgb = m_input[x + dx + (y + dy) * m_width];
tmpbuffer_r[halfwindowy + dy] += kernelx.coefs[halfwindowx - dx] * rgb.r;
tmpbuffer_g[halfwindowy + dy] += kernelx.coefs[halfwindowx - dx] * rgb.g;
tmpbuffer_b[halfwindowy + dy] += kernelx.coefs[halfwindowx - dx] * rgb.b;
tmpbuffer_a[halfwindowy + dy] += kernelx.coefs[halfwindowx - dx] * rgb.a;
}
}
// pass 2 : vertical convolution of values stored in tmpbuffer
double rc = 0, gc = 0, bc = 0, ac = 0;
for (int dy = -halfwindowy; dy <= halfwindowy; dy++)
{
rc += kernely.coefs[halfwindowy - dy] * tmpbuffer_r[halfwindowy + dy];
gc += kernely.coefs[halfwindowy - dy] * tmpbuffer_g[halfwindowy + dy];
bc += kernely.coefs[halfwindowy - dy] * tmpbuffer_b[halfwindowy + dy];
ac += kernely.coefs[halfwindowy - dy] * tmpbuffer_a[halfwindowy + dy];
}
// normalization
double norm = kernelx.normalizer * kernely.normalizer;
rc /= norm;
gc /= norm;
bc /= norm;
ac /= norm;
// return in argb format
float r = (float)Math.Min(1.0, Math.Max(0, rc));
float g = (float)Math.Min(1, Math.Max(0, gc));
float b = (float)Math.Min(1, Math.Max(0, bc));
float a = (float)Math.Min(1, Math.Max(0, ac));
return(new SColor(r, g, b, a));
}
SColor MergePixels()
{
SColor outColor = new SColor(0,0,0,0);
for(int i = 0;i<m_buffer.Length;i++)
{
outColor.Add(m_buffer[i]);
}
outColor.Divide(m_buffer.Length);
return outColor;
}