program new;

function BlurBMP( Bmp : TMufasaBitmap; N : integer; Sigma : extended) : TMufasaBitmap;
var
  Matrix : T2DExtendedArray;
  x,y,xx,yy : integer;
  R,G,B : extended;
  RR,GG,BB : integer;
  mid : integer;
  xmax,ymax : integer;
begin
  Matrix := GaussMatrix(n,sigma);
  result := GetMufasaBitmap(ConvoluteBitmap(bmp.Index,matrix));
end;

function BlurBMP2( Bmp : TMufasaBitmap; N : integer; Sigma : extended) : TMufasaBitmap;
var
  Mat : TExtendedArray;
  Values : Array of Array of Array[0..2] of Extended;
  x,y,xx,yy : integer;
  R,G,B : extended;
  RR,GG,BB : integer;
  mid : integer;
  xmax,ymax : integer;
begin
  Result := TMufasaBitmap.create;
  result.SetSize(Bmp.Width,bmp.Height);
  Setlength(Values,bmp.width);
  for x := 0 to high(values) do
    setlength(Values[x],bmp.height);
  mid := (N*2-1)/2;
  Mat := DiscreteGauss(-mid,mid,sigma);
  xmax :=bmp.Width - 1 - mid;
  ymax := bmp.height - 1 - mid;
  for x := mid to xmax do
    for y := mid to ymax do
    begin
      R := 0;
      G := 0;
      B := 0;
      for xx := x to x + 2*mid do
      begin
        ColorToRGB(Bmp.FastGetPixel(xx-mid,y),RR,GG,BB);
        r := r + RR * Mat[xx-x];
        g := g + GG * Mat[xx-x];
        b := b + BB * Mat[xx-x];
      end;
      Values[x][y][0] := r;
      Values[x][y][1] := g;
      Values[x][y][2] := b;
    end;
  for x := mid to xmax do
    for y := mid to ymax do
    begin
      R := 0;
      G := 0;
      B := 0;
      for yy := y to y + 2*mid do
      begin
        r := r + Values[x][yy-mid][0] * Mat[yy-y];
        g := g + Values[x][yy-mid][1] * Mat[yy-y];
        b := b + Values[x][yy-mid][2] * Mat[yy-y];
      end;
      Result.FastSetPixel(x,y,RGBtoColor(Round(R),Round(G),Round(B)));
    end;
end;
var
  s : extended;
  sArr : TextendedArray;
  Matrix : T2DExtendedArray;
  i,ii : integer;
  BMP : TMufasaBitmap;
  BMP2 : TMufasaBitmap;
begin
  BMP := TMufasaBitmap.create;
  BMP.LoadFromFile('c:\rs.png');
  i := GetSystemTime;
  BMP2 := BlurBMP(BMP,2,0.9);
  Writeln(GetSystemTime - i);
  BMP2.SaveToFile( 'c:\rs2.bmp');
  BMP2.Free;
  i := GetSystemTime;
  BMP2 := BlurBMP2(BMP,2,0.9);
  Writeln(GetSystemTime-i);
  BMP2.SaveToFile('c:\rs3.bmp');
  BMP2.Free;


end.