public static void ScaleImage(ScaleSize scaleSize, sPixel[] src, sPixel[] trg, int srcWidth, int srcHeight, int xFirst, int yFirst, int xLast, int yLast)
{
yFirst = Math.Max(yFirst, 0);
yLast = Math.Min(yLast, srcHeight);
if (yFirst >= yLast || srcWidth <= 0)
{
return;
}
var trgWidth = srcWidth * scaleSize.size;
//temporary buffer for "on the fly preprocessing"
var preProcBuffer = new byte[srcWidth];
var ker4 = new Kernel_4X4();
var preProcessCornersColorDist = new ColorDistA();
//initialize preprocessing buffer for first row:
//detect upper left and right corner blending
//this cannot be optimized for adjacent processing
//stripes; we must not allow for a memory race condition!
if (yFirst > 0)
{
var y = yFirst - 1;
var sM1 = srcWidth * Math.Max(y - 1, 0);
var s0 = srcWidth * y; //center line
var sP1 = srcWidth * Math.Min(y + 1, srcHeight - 1);
var sP2 = srcWidth * Math.Min(y + 2, srcHeight - 1);
for (var x = xFirst; x < xLast; ++x)
{
var xM1 = Math.Max(x - 1, 0);
var xP1 = Math.Min(x + 1, srcWidth - 1);
var xP2 = Math.Min(x + 2, srcWidth - 1);
//read sequentially from memory as far as possible
ker4.b = src[sM1 + x];
ker4.c = src[sM1 + xP1];
ker4.e = src[s0 + xM1];
ker4.f = src[s0 + x];
ker4.g = src[s0 + xP1];
ker4.h = src[s0 + xP2];
ker4.i = src[sP1 + xM1];
ker4.j = src[sP1 + x];
ker4.k = src[sP1 + xP1];
ker4.l = src[sP1 + xP2];
ker4.n = src[sP2 + x];
ker4.o = src[sP2 + xP1];
var blendResult = new BlendResult();
_PreProcessCorners(ker4, blendResult, preProcessCornersColorDist); // writes to blendResult
/*
* preprocessing blend result:
* ---------
| F | G | //evalute corner between F, G, J, K
| ----|---| //input pixel is at position F
| J | K |
| ---------
*/
preProcBuffer[x] = BlendInfo.SetTopR(preProcBuffer[x], blendResult.j);
if (x + 1 < srcWidth)
{
preProcBuffer[x + 1] = BlendInfo.SetTopL(preProcBuffer[x + 1], blendResult.k);
}
}
}
var eqColorThres = _Square(_CONFIGURATION.equalColorTolerance);
var scalePixelColorEq = new ColorEqA(eqColorThres);
var scalePixelColorDist = new ColorDistA();
var outputMatrix = new OutputMatrix(scaleSize.size, trg, trgWidth);
var ker3 = new Kernel_3X3();
for (var y = yFirst; y < yLast; ++y)
{
//consider MT "striped" access
var trgi = scaleSize.size * y * trgWidth;
var sM1 = srcWidth * Math.Max(y - 1, 0);
var s0 = srcWidth * y; //center line
var sP1 = srcWidth * Math.Min(y + 1, srcHeight - 1);
var sP2 = srcWidth * Math.Min(y + 2, srcHeight - 1);
byte blendXy1 = 0;
for (var x = xFirst; x < xLast; ++x, trgi += scaleSize.size)
{
var xM1 = Math.Max(x - 1, 0);
var xP1 = Math.Min(x + 1, srcWidth - 1);
var xP2 = Math.Min(x + 2, srcWidth - 1);
//evaluate the four corners on bottom-right of current pixel
//blend_xy for current (x, y) position
byte blendXy;
{
//read sequentially from memory as far as possible
ker4.b = src[sM1 + x];
ker4.c = src[sM1 + xP1];
ker4.e = src[s0 + xM1];
ker4.f = src[s0 + x];
ker4.g = src[s0 + xP1];
ker4.h = src[s0 + xP2];
ker4.i = src[sP1 + xM1];
ker4.j = src[sP1 + x];
ker4.k = src[sP1 + xP1];
ker4.l = src[sP1 + xP2];
ker4.n = src[sP2 + x];
ker4.o = src[sP2 + xP1];
var blendResult = new BlendResult();
_PreProcessCorners(ker4, blendResult, preProcessCornersColorDist); // writes to blendResult
/*
* preprocessing blend result:
* ---------
| F | G | //evaluate corner between F, G, J, K
| ----|---| //current input pixel is at position F
| J | K |
| ---------
*/
//all four corners of (x, y) have been determined at
//this point due to processing sequence!
blendXy = BlendInfo.SetBottomR(preProcBuffer[x], blendResult.f);
//set 2nd known corner for (x, y + 1)
blendXy1 = BlendInfo.SetTopR(blendXy1, blendResult.j);
//store on current buffer position for use on next row
preProcBuffer[x] = blendXy1;
//set 1st known corner for (x + 1, y + 1) and
//buffer for use on next column
blendXy1 = BlendInfo.SetTopL(0, blendResult.k);
if (x + 1 < srcWidth)
{
//set 3rd known corner for (x + 1, y)
preProcBuffer[x + 1] = BlendInfo.SetBottomL(preProcBuffer[x + 1], blendResult.g);
}
}
//fill block of size scale * scale with the given color
// //place *after* preprocessing step, to not overwrite the
// //results while processing the the last pixel!
_FillBlock(trg, trgi, trgWidth, src[s0 + x], scaleSize.size);
//blend four corners of current pixel
if (blendXy == 0)
{
continue;
}
const int a = 0, b = 1, c = 2, d = 3, e = 4, f = 5, g = 6, h = 7, i = 8;
//read sequentially from memory as far as possible
ker3._[a] = src[sM1 + xM1];
ker3._[b] = src[sM1 + x];
ker3._[c] = src[sM1 + xP1];
ker3._[d] = src[s0 + xM1];
ker3._[e] = src[s0 + x];
ker3._[f] = src[s0 + xP1];
ker3._[g] = src[sP1 + xM1];
ker3._[h] = src[sP1 + x];
ker3._[i] = src[sP1 + xP1];
_ScalePixel(scaleSize.scaler, RotationDegree.Rot0, ker3, trg, trgi, trgWidth, blendXy, scalePixelColorEq, scalePixelColorDist, outputMatrix);
_ScalePixel(scaleSize.scaler, RotationDegree.Rot90, ker3, trg, trgi, trgWidth, blendXy, scalePixelColorEq, scalePixelColorDist, outputMatrix);
_ScalePixel(scaleSize.scaler, RotationDegree.Rot180, ker3, trg, trgi, trgWidth, blendXy, scalePixelColorEq, scalePixelColorDist, outputMatrix);
_ScalePixel(scaleSize.scaler, RotationDegree.Rot270, ker3, trg, trgi, trgWidth, blendXy, scalePixelColorEq, scalePixelColorDist, outputMatrix);
}
}
}
public static void ScaleImage(ScaleSize scaleSize, sPixel[] src, sPixel[] trg, int srcWidth, int srcHeight, int xFirst, int yFirst, int xLast, int yLast) {
yFirst = Math.Max(yFirst, 0);
yLast = Math.Min(yLast, srcHeight);
if (yFirst >= yLast || srcWidth <= 0)
return;
var trgWidth = srcWidth * scaleSize.size;
//temporary buffer for "on the fly preprocessing"
var preProcBuffer = new byte[srcWidth];
var ker4 = new Kernel_4X4();
var preProcessCornersColorDist = new ColorDistA();
//initialize preprocessing buffer for first row:
//detect upper left and right corner blending
//this cannot be optimized for adjacent processing
//stripes; we must not allow for a memory race condition!
if (yFirst > 0) {
var y = yFirst - 1;
var sM1 = srcWidth * Math.Max(y - 1, 0);
var s0 = srcWidth * y; //center line
var sP1 = srcWidth * Math.Min(y + 1, srcHeight - 1);
var sP2 = srcWidth * Math.Min(y + 2, srcHeight - 1);
for (var x = xFirst; x < xLast; ++x) {
var xM1 = Math.Max(x - 1, 0);
var xP1 = Math.Min(x + 1, srcWidth - 1);
var xP2 = Math.Min(x + 2, srcWidth - 1);
//read sequentially from memory as far as possible
ker4.b = src[sM1 + x];
ker4.c = src[sM1 + xP1];
ker4.e = src[s0 + xM1];
ker4.f = src[s0 + x];
ker4.g = src[s0 + xP1];
ker4.h = src[s0 + xP2];
ker4.i = src[sP1 + xM1];
ker4.j = src[sP1 + x];
ker4.k = src[sP1 + xP1];
ker4.l = src[sP1 + xP2];
ker4.n = src[sP2 + x];
ker4.o = src[sP2 + xP1];
var blendResult = new BlendResult();
_PreProcessCorners(ker4, blendResult, preProcessCornersColorDist); // writes to blendResult
/*
preprocessing blend result:
---------
| F | G | //evalute corner between F, G, J, K
----|---| //input pixel is at position F
| J | K |
---------
*/
preProcBuffer[x] = BlendInfo.SetTopR(preProcBuffer[x], blendResult.j);
if (x + 1 < srcWidth)
preProcBuffer[x + 1] = BlendInfo.SetTopL(preProcBuffer[x + 1], blendResult.k);
}
}
var eqColorThres = _Square(_CONFIGURATION.equalColorTolerance);
var scalePixelColorEq = new ColorEqA(eqColorThres);
var scalePixelColorDist = new ColorDistA();
var outputMatrix = new OutputMatrix(scaleSize.size, trg, trgWidth);
var ker3 = new Kernel_3X3();
for (var y = yFirst; y < yLast; ++y) {
//consider MT "striped" access
var trgi = scaleSize.size * y * trgWidth;
var sM1 = srcWidth * Math.Max(y - 1, 0);
var s0 = srcWidth * y; //center line
var sP1 = srcWidth * Math.Min(y + 1, srcHeight - 1);
var sP2 = srcWidth * Math.Min(y + 2, srcHeight - 1);
byte blendXy1 = 0;
for (var x = xFirst; x < xLast; ++x, trgi += scaleSize.size) {
var xM1 = Math.Max(x - 1, 0);
var xP1 = Math.Min(x + 1, srcWidth - 1);
var xP2 = Math.Min(x + 2, srcWidth - 1);
//evaluate the four corners on bottom-right of current pixel
//blend_xy for current (x, y) position
byte blendXy;
{
//read sequentially from memory as far as possible
ker4.b = src[sM1 + x];
ker4.c = src[sM1 + xP1];
ker4.e = src[s0 + xM1];
ker4.f = src[s0 + x];
ker4.g = src[s0 + xP1];
ker4.h = src[s0 + xP2];
ker4.i = src[sP1 + xM1];
ker4.j = src[sP1 + x];
ker4.k = src[sP1 + xP1];
ker4.l = src[sP1 + xP2];
ker4.n = src[sP2 + x];
ker4.o = src[sP2 + xP1];
var blendResult = new BlendResult();
_PreProcessCorners(ker4, blendResult, preProcessCornersColorDist); // writes to blendResult
/*
preprocessing blend result:
---------
| F | G | //evaluate corner between F, G, J, K
----|---| //current input pixel is at position F
| J | K |
---------
*/
//all four corners of (x, y) have been determined at
//this point due to processing sequence!
blendXy = BlendInfo.SetBottomR(preProcBuffer[x], blendResult.f);
//set 2nd known corner for (x, y + 1)
blendXy1 = BlendInfo.SetTopR(blendXy1, blendResult.j);
//store on current buffer position for use on next row
preProcBuffer[x] = blendXy1;
//set 1st known corner for (x + 1, y + 1) and
//buffer for use on next column
blendXy1 = BlendInfo.SetTopL(0, blendResult.k);
if (x + 1 < srcWidth)
//set 3rd known corner for (x + 1, y)
preProcBuffer[x + 1] = BlendInfo.SetBottomL(preProcBuffer[x + 1], blendResult.g);
}
//fill block of size scale * scale with the given color
// //place *after* preprocessing step, to not overwrite the
// //results while processing the the last pixel!
_FillBlock(trg, trgi, trgWidth, src[s0 + x], scaleSize.size);
//blend four corners of current pixel
if (blendXy == 0)
continue;
const int a = 0, b = 1, c = 2, d = 3, e = 4, f = 5, g = 6, h = 7, i = 8;
//read sequentially from memory as far as possible
ker3._[a] = src[sM1 + xM1];
ker3._[b] = src[sM1 + x];
ker3._[c] = src[sM1 + xP1];
ker3._[d] = src[s0 + xM1];
ker3._[e] = src[s0 + x];
ker3._[f] = src[s0 + xP1];
ker3._[g] = src[sP1 + xM1];
ker3._[h] = src[sP1 + x];
ker3._[i] = src[sP1 + xP1];
_ScalePixel(scaleSize.scaler, RotationDegree.Rot0, ker3, trg, trgi, trgWidth, blendXy, scalePixelColorEq, scalePixelColorDist, outputMatrix);
_ScalePixel(scaleSize.scaler, RotationDegree.Rot90, ker3, trg, trgi, trgWidth, blendXy, scalePixelColorEq, scalePixelColorDist, outputMatrix);
_ScalePixel(scaleSize.scaler, RotationDegree.Rot180, ker3, trg, trgi, trgWidth, blendXy, scalePixelColorEq, scalePixelColorDist, outputMatrix);
_ScalePixel(scaleSize.scaler, RotationDegree.Rot270, ker3, trg, trgi, trgWidth, blendXy, scalePixelColorEq, scalePixelColorDist, outputMatrix);
}
}
}
/*
* input kernel area naming convention:
* -------------
| A | B | C |
| ----|---|---|
| D | E | F | //input pixel is at position E
| ----|---|---|
| G | H | I |
| -------------
*/
private static void _ScalePixel(
IScaler scaler,
RotationDegree rotDeg,
Kernel_3X3 ker,
sPixel[] trg,
int trgi,
int trgWidth,
byte blendInfo, //result of preprocessing all four corners of pixel "e"
IColorEq scalePixelColorEq,
IColorDist scalePixelColorDist,
OutputMatrix outputMatrix
)
{
//int a = kernel._[Rot._[(0 << 2) + rotDeg]];
var b = ker._[Rot._[(1 << 2) + (int)rotDeg]];
var c = ker._[Rot._[(2 << 2) + (int)rotDeg]];
var d = ker._[Rot._[(3 << 2) + (int)rotDeg]];
var e = ker._[Rot._[(4 << 2) + (int)rotDeg]];
var f = ker._[Rot._[(5 << 2) + (int)rotDeg]];
var g = ker._[Rot._[(6 << 2) + (int)rotDeg]];
var h = ker._[Rot._[(7 << 2) + (int)rotDeg]];
var i = ker._[Rot._[(8 << 2) + (int)rotDeg]];
var blend = BlendInfo.Rotate(blendInfo, rotDeg);
if (BlendInfo.GetBottomR(blend) == BlendType.BlendNone)
{
return;
}
var eq = scalePixelColorEq;
var dist = scalePixelColorDist;
bool doLineBlend;
if (BlendInfo.GetBottomR(blend) >= BlendType.BlendDominant)
{
doLineBlend = true;
}
//make sure there is no second blending in an adjacent
//rotation for this pixel: handles insular pixels, mario eyes
//but support double-blending for 90? corners
else if (BlendInfo.GetTopR(blend) != BlendType.BlendNone && !eq._(e, g))
{
doLineBlend = false;
}
else if (BlendInfo.GetBottomL(blend) != BlendType.BlendNone && !eq._(e, c))
{
doLineBlend = false;
}
//no full blending for L-shapes; blend corner only (handles "mario mushroom eyes")
else if (eq._(g, h) && eq._(h, i) && eq._(i, f) && eq._(f, c) && !eq._(e, i))
{
doLineBlend = false;
}
else
{
doLineBlend = true;
}
//choose most similar color
var px = dist._(e, f) <= dist._(e, h) ? f : h;
var output = outputMatrix;
output.Move(rotDeg, trgi);
if (!doLineBlend)
{
scaler.BlendCorner(px, output);
return;
}
//test sample: 70% of values max(fg, hc) / min(fg, hc)
//are between 1.1 and 3.7 with median being 1.9
var fg = dist._(f, g);
var hc = dist._(h, c);
var haveShallowLine = _CONFIGURATION.steepDirectionThreshold * fg <= hc && e != g && d != g;
var haveSteepLine = _CONFIGURATION.steepDirectionThreshold * hc <= fg && e != c && b != c;
if (haveShallowLine)
{
if (haveSteepLine)
{
scaler.BlendLineSteepAndShallow(px, output);
}
else
{
scaler.BlendLineShallow(px, output);
}
}
else
{
if (haveSteepLine)
{
scaler.BlendLineSteep(px, output);
}
else
{
scaler.BlendLineDiagonal(px, output);
}
}
}
/*
input kernel area naming convention:
-------------
| A | B | C |
----|---|---|
| D | E | F | //input pixel is at position E
----|---|---|
| G | H | I |
-------------
*/
private static void _ScalePixel(
IScaler scaler,
RotationDegree rotDeg,
Kernel_3X3 ker,
sPixel[] trg,
int trgi,
int trgWidth,
byte blendInfo,//result of preprocessing all four corners of pixel "e"
IColorEq scalePixelColorEq,
IColorDist scalePixelColorDist,
OutputMatrix outputMatrix
) {
//int a = kernel._[Rot._[(0 << 2) + rotDeg]];
var b = ker._[Rot._[(1 << 2) + (int)rotDeg]];
var c = ker._[Rot._[(2 << 2) + (int)rotDeg]];
var d = ker._[Rot._[(3 << 2) + (int)rotDeg]];
var e = ker._[Rot._[(4 << 2) + (int)rotDeg]];
var f = ker._[Rot._[(5 << 2) + (int)rotDeg]];
var g = ker._[Rot._[(6 << 2) + (int)rotDeg]];
var h = ker._[Rot._[(7 << 2) + (int)rotDeg]];
var i = ker._[Rot._[(8 << 2) + (int)rotDeg]];
var blend = BlendInfo.Rotate(blendInfo, rotDeg);
if (BlendInfo.GetBottomR(blend) == BlendType.BlendNone)
return;
var eq = scalePixelColorEq;
var dist = scalePixelColorDist;
bool doLineBlend;
if (BlendInfo.GetBottomR(blend) >= BlendType.BlendDominant)
doLineBlend = true;
//make sure there is no second blending in an adjacent
//rotation for this pixel: handles insular pixels, mario eyes
//but support double-blending for 90? corners
else if (BlendInfo.GetTopR(blend) != BlendType.BlendNone && !eq._(e, g))
doLineBlend = false;
else if (BlendInfo.GetBottomL(blend) != BlendType.BlendNone && !eq._(e, c))
doLineBlend = false;
//no full blending for L-shapes; blend corner only (handles "mario mushroom eyes")
else if (eq._(g, h) && eq._(h, i) && eq._(i, f) && eq._(f, c) && !eq._(e, i))
doLineBlend = false;
else
doLineBlend = true;
//choose most similar color
var px = dist._(e, f) <= dist._(e, h) ? f : h;
var output = outputMatrix;
output.Move(rotDeg, trgi);
if (!doLineBlend) {
scaler.BlendCorner(px, output);
return;
}
//test sample: 70% of values max(fg, hc) / min(fg, hc)
//are between 1.1 and 3.7 with median being 1.9
var fg = dist._(f, g);
var hc = dist._(h, c);
var haveShallowLine = _CONFIGURATION.steepDirectionThreshold * fg <= hc && e != g && d != g;
var haveSteepLine = _CONFIGURATION.steepDirectionThreshold * hc <= fg && e != c && b != c;
if (haveShallowLine) {
if (haveSteepLine)
scaler.BlendLineSteepAndShallow(px, output);
else
scaler.BlendLineShallow(px, output);
} else {
if (haveSteepLine)
scaler.BlendLineSteep(px, output);
else
scaler.BlendLineDiagonal(px, output);
}
}
