public unsafe void PopulateCharColorData(CharInfo ci, IFontProvider font)
{
ColorF charRGB = ColorF.Init;
for (int ty = 0; ty < LumaTiles.Height; ++ty)
{
for (int tx = 0; tx < LumaTiles.Width; ++tx)
{
Size tileSize;
Point tilePos;
GetTileInfo(font.CharSizeNoPadding, LumaTiles, tx, ty, out tilePos, out tileSize);
// process this single tile of this char.
// grab all pixels for this tile and calculate Y component for each
ColorF tileRGB = font.GetRegionColor(ci.srcIndex, tilePos, tileSize, LumaTiles, tx, ty);
charRGB = charRGB.Add(tileRGB);
LCCColorDenorm tileLAB = Colorspace.RGBToLCC(tileRGB);
ci.actualValues.DenormalizedValues[GetValueLIndex(tx, ty)] = (float)tileLAB.L;
ci.actualValues.NormalizedValues[GetValueLIndex(tx, ty)] = (float)Colorspace.NormalizeL(ci.actualValues.DenormalizedValues[GetValueLIndex(tx, ty)]);
}
}
if (UseChroma)
{
charRGB = charRGB.Div(Utils.Product(LumaTiles));
LCCColorDenorm charLAB = Colorspace.RGBToLCC(charRGB);
ci.actualValues.DenormalizedValues[GetValueC1Index()] = (float)charLAB.C1;
ci.actualValues.DenormalizedValues[GetValueC2Index()] = (float)charLAB.C2;
ci.actualValues.NormalizedValues[GetValueC1Index()] = (float)Colorspace.NormalizeC1(ci.actualValues.DenormalizedValues[GetValueC1Index()]);
ci.actualValues.NormalizedValues[GetValueC2Index()] = (float)Colorspace.NormalizeC2(ci.actualValues.DenormalizedValues[GetValueC2Index()]);
}
}
public ColorF GetRegionColor(int ichar, Point topLeft, Size size, Size cellsPerChar, int cellOffsetX, int cellOffsetY)
{
Point oc = GetCharPosInChars(ichar);
Point o = GetCharOriginInPixels(ichar);
o = Utils.Add(o, topLeft);
int tilePixelCount = 0;
ColorF tileC = ColorF.Init;
for (int py = 0; py < size.Height; ++py)
{
for (int px = 0; px < size.Width; ++px)
{
var c = ColorF.From(this.Bitmap.GetPixel(o.X + px, o.Y + py));
if (this.DitherProvider != null)
{
int absoluteCellX = cellsPerChar.Width * oc.X + cellOffsetX;
int absoluteCellY = cellsPerChar.Height * oc.Y + cellOffsetY;
c = this.DitherProvider.TransformColor(absoluteCellX, absoluteCellY, c);
}
tileC = tileC.Add(c);
tilePixelCount++;
}
}
return(tileC.Div(tilePixelCount));
}
public ColorF TransformColor(int cellX, int cellY, ColorF c)
{
if (c.IsBlackOrWhite()) // == Color.Black || c == Color.White)
{
return(c); // don't dither these; they're useful to be pure!
}
cellX &= 7;
cellY &= 7;
double p = (matrix[cellX, cellY] - .5) * Strength;
double i = (255 * (p / DiscreteTargetValues));
c = c.Add(i);
c = c.Clamp();
return(c);
}
public unsafe void PopulateCharColorData(CharInfo ci, IFontProvider font)
{
ColorF charRGB = ColorF.Init;
ColorF[] lumaRGB = new ColorF[LumaComponentCount];
int[] pixelCounts = new int[LumaComponentCount];
for (int i = 0; i < LumaComponentCount; ++i)
{
lumaRGB[i] = ColorF.Init;
pixelCounts[i] = 0;
}
for (int py = 0; py < font.CharSizeNoPadding.Height; ++py)
{
for (int px = 0; px < font.CharSizeNoPadding.Width; ++px)
{
ColorF pc = font.GetPixel(ci.srcIndex, px, py);
charRGB = charRGB.Add(pc);
int lumaIdx = Tessellator.GetLumaTileIndexOfPixelPosInCell(px, py, font.CharSizeNoPadding);
lumaRGB[lumaIdx] = lumaRGB[lumaIdx].Add(pc);
pixelCounts[lumaIdx]++;
}
}
for (int i = 0; i < LumaComponentCount; ++i)
{
var pc = pixelCounts[i];
var lc = lumaRGB[i];
if (pixelCounts[i] < 1)
{
throw new Exception("!!!!!! Your fonts are just too small; i can't sample them properly.");
}
lc = lc.Div(pc);
LCCColorDenorm lccc = Colorspace.RGBToLCC(lc);
ci.actualValues.DenormalizedValues[i] = (float)lccc.L;
ci.actualValues.NormalizedValues[i] = (float)Colorspace.NormalizeL(ci.actualValues.DenormalizedValues[i]);
}
if (UseChroma)
{
charRGB = charRGB.Div(Utils.Product(font.CharSizeNoPadding));
LCCColorDenorm charLAB = Colorspace.RGBToLCC(charRGB);
ci.actualValues.DenormalizedValues[GetValueC1Index()] = (float)charLAB.C1;
ci.actualValues.DenormalizedValues[GetValueC2Index()] = (float)charLAB.C2;
ci.actualValues.NormalizedValues[GetValueC1Index()] = (float)Colorspace.NormalizeC1(ci.actualValues.DenormalizedValues[GetValueC1Index()]);
ci.actualValues.NormalizedValues[GetValueC2Index()] = (float)Colorspace.NormalizeC2(ci.actualValues.DenormalizedValues[GetValueC2Index()]);
}
}
/*
* for analyzing an image, we don't want to sample every single pixel. but we
* also don't want to only sample once per tile. since conceptually each
* outer tile is supposed to cover multiple important regions, sample those
* regions and average.
*/
public int GetMapIndexOfRegion(Bitmap img, int x, int y, Size sz)
{
ColorF charRGB = ColorF.Init;
ColorF[] lumaRGB = new ColorF[LumaComponentCount];
int[] pixelCounts = new int[LumaComponentCount];
for (int i = 0; i < LumaComponentCount; ++i)
{
lumaRGB[i] = ColorF.Init;
pixelCounts[i] = 0;
}
float[] vals = new float[DimensionCount];
for (int py = 0; py < sz.Height; ++py)
{
for (int px = 0; px < sz.Width; ++px)
{
ColorF pc = ColorF.From(img.GetPixel(x + px, y + py));
charRGB = charRGB.Add(pc);
int lumaIdx = Tessellator.GetLumaTileIndexOfPixelPosInCell(px, py, sz);
lumaRGB[lumaIdx] = lumaRGB[lumaIdx].Add(pc);
pixelCounts[lumaIdx]++;
}
}
for (int i = 0; i < LumaComponentCount; ++i)
{
ColorF lc = lumaRGB[i].Div(pixelCounts[i]);
LCCColorNorm lccc = RGBToNormalizedLCC(lc);
vals[i] = (float)lccc.L;
}
if (UseChroma)
{
charRGB = charRGB.Div(Utils.Product(sz));
LCCColorNorm charLAB = RGBToNormalizedLCC(charRGB);
vals[GetValueC1Index()] = (float)charLAB.C1;
vals[GetValueC2Index()] = (float)charLAB.C2;
}
int ID = NormalizedValueSetToMapID(vals);
return(ID);
}
public ColorF GetRegionColor(int ichar, Point topLeft, Size size, Size cellsPerChar, int cellOffsetX, int cellOffsetY)
{
//Point oc = GetCharPosInChars(ichar);
//Point o = GetCharOriginInPixels(ichar);
//o = Utils.Add(o, topLeft);
int tilePixelCount = 0;
ColorF tileC = ColorF.Init;
for (int py = 0; py < size.Height; ++py)
{
for (int px = 0; px < size.Width; ++px)
{
//var c = this.Bitmap.GetPixel(o.X + px, o.Y + py);
var c = GetPixel(ichar, topLeft.X + px, topLeft.Y + py);
tileC = tileC.Add(c);
tilePixelCount++;
}
}
return(tileC.Div(tilePixelCount));
}
public int GetMapIndexOfRegion(Bitmap img, int x, int y, Size sz)
{
ColorF rgb = ColorF.Init;
LCCColorDenorm lab = LCCColorDenorm.Init;
LCCColorNorm norm = LCCColorNorm.Init;
float[] vals = new float[DimensionCount];
ColorF charRGB = ColorF.Init;
for (int ty = LumaTiles.Height - 1; ty >= 0; --ty)
{
for (int tx = LumaTiles.Width - 1; tx >= 0; --tx)
{
Point tilePos = GetTileOrigin(sz, LumaTiles, tx, ty);
// YES this just gets 1 pixel per char-sized area.
rgb = ColorF.From(img.GetPixel(x + tilePos.X, y + tilePos.Y));
lab = Colorspace.RGBToLCC(rgb);
norm = RGBToNormalizedLCC(rgb);
vals[GetValueLIndex(tx, ty)] = (float)norm.L;
charRGB = charRGB.Add(rgb);
}
}
if (UseChroma)
{
int numTiles = Utils.Product(LumaTiles);
charRGB = charRGB.Div(numTiles);
norm = RGBToNormalizedLCC(charRGB);
vals[GetValueC1Index()] = (float)norm.C1;
vals[GetValueC2Index()] = (float)norm.C2;
}
int ID = NormalizedValueSetToMapID(vals);
return(ID);
}
