static public Bitmap Spectrum2Img(BGRComplexImg Source, Spectrum Type)
{
BGR[,] Result = new BGR[Source.Height, Source.Width];
double Scale = Math.Sqrt(Source.Height * Source.Width);
int X, Y, T;
for (Y = 0; Y < Source.Height; ++Y)
{
for (X = 0; X < Source.Width; ++X)
{
Result[Y, X] = new BGR();
for (T = 0; T < 3; ++T)
{
if (Type == Spectrum.Magnitude)
{
Result[Y, X][T] = Source[T][Y, X].Magnitude;
}
else if (Type == Spectrum.Phase)
{
Result[Y, X][T] = Source[T][Y, X].Phase;
}
Result[Y, X][T] = DoubleToByte(Math.Log(Result[Y, X][T] + 1) * Scale);
}
}
}
return(BGR2Img(Result));
}
static public BGRComplexImg Img2BGRComplexImg(Bitmap Source, bool Compress = false)
{
int Width = Source.Width, Height = Source.Height;
BitmapData SourceData = Source.LockBits(new Rectangle(0, 0, Width, Height), ImageLockMode.ReadOnly, PixelFormat.Format32bppArgb);
BGRComplexImg Result = new BGRComplexImg(Width, Height);
byte * SourcePointer = (byte *)SourceData.Scan0.ToPointer();
int X, Y, T;
for (Y = 0; Y < Height; ++Y)
{
for (X = 0; X < Width; ++X)
{
for (T = 0; T < 3; ++T)
{
Result[T][Y, X] = new AMComplex(SourcePointer[0], 0);
if (Compress)
{
Result[T][Y, X] /= 255;
}
++SourcePointer;
}
++SourcePointer;
}
}
Source.UnlockBits(SourceData);
return(Result);
}
static public Bitmap HomomorphicFilter(Bitmap Source, double GammaHigh = 2, double GammaLow = 0.25, double C = 1, double D0 = 80)
{
int OWidth = Source.Width, OHeight = Source.Height;
Source = ImgExtend(Source);
int Width = Source.Width, Height = Source.Height;
int X, Y, T;
double D = GammaHigh - GammaLow, P, W, G;
BGRComplexImg ComplexSource = Img2BGRComplexImg(Source);
//ComplexSource.ToDouble();
ComplexSource.BFFTShift();
ComplexSource.Ln();
ComplexSource.FFT2();
for (Y = 0; Y < Height; ++Y)
{
for (X = 0; X < Width; ++X)
{
P = -C * ((Math.Pow(Y - (Height / 2), 2) + Math.Pow(X - (Width / 2), 2)) / (Math.Pow(D0, 2)));
W = (1 - Math.Exp(P));
G = (D * W) + GammaLow;
for (T = 0; T < 3; ++T)
{
ComplexSource[T][Y, X] *= G;
}
}
}
ComplexSource.IFFT2();
ComplexSource.Exp();
ComplexSource.BFFTShift();
//ComplexSource.Range();
Bitmap Result = BGRComplexImg2Img(ComplexSource);
return(ImgUnExtend(Result, OWidth, OHeight));
}
static public Bitmap SimpleMotionBlur(Bitmap Source, float Length)
{
int OWidth = Source.Width, OHeight = Source.Height;
Source = ImgExtend(Source, true);
int Width = Source.Width, Height = Source.Height;
var ComplexKernel = SimpleComplexKernel(Width, Height, Length, true);
int X, Y, T;
BGRComplexImg ComplexSource = Img2BGRComplexImg(Source, true);
BGRComplexImg ComplexResult = new BGRComplexImg(Width, Height);
ComplexSource.FFT2();
AMFT.FFT2(ComplexKernel, AMFT.Direction.Forward);
for (Y = 0; Y < Height; ++Y)
{
for (X = 0; X < Width; ++X)
{
for (T = 0; T < 3; ++T)
{
ComplexResult[T][Y, X] = ComplexSource[T][Y, X] * ComplexKernel[Y, X];
}
}
}
ComplexResult.BFFTShift();
ComplexResult.IFFT2();
Bitmap Result = BGRComplexImg2Img(ComplexResult);
return(ImgUnExtend(Result, OWidth, OHeight));
}
static public Bitmap Deconvolution(Bitmap SourceA, Bitmap SourceB, double Lambda = 10, bool Zero = false)
{
int OWidth = SourceA.Width, OHeight = SourceA.Height;
if (OWidth != SourceB.Width || OHeight != SourceB.Height)
{
throw new Exception("圖片大小不一");
}
SourceA = ImgExtend(SourceA, Zero);
SourceB = ImgExtend(SourceB, Zero);
int Width = SourceA.Width, Height = SourceA.Height;
int X, Y, T;
BGRComplexImg ComplexSourceA = Img2BGRComplexImg(SourceA);
BGRComplexImg ComplexSourceB = Img2BGRComplexImg(SourceB);
BGRComplexImg ComplexResult = new BGRComplexImg(Width, Height);
ComplexSourceA.FFT2();
ComplexSourceB.FFT2();
for (Y = 0; Y < Height; ++Y)
{
for (X = 0; X < Width; ++X)
{
for (T = 0; T < 3; ++T)
{
ComplexResult[T][Y, X] = AMComplex.MaxDivide(ComplexSourceA[T][Y, X], ComplexSourceB[T][Y, X]) * (ComplexSourceA[T][Y, X].Magnitude / (ComplexSourceA[T][Y, X].Magnitude + Lambda));
}
}
}
ComplexResult.BFFTShift();
ComplexResult.IFFT2();
Bitmap Result = BGRComplexImg2Img(ComplexResult);
return(ImgUnExtend(Result, OWidth, OHeight));
}
static public Bitmap PhaseDisplay(Bitmap Source)
{
Source = ImgExtend(Source);
BGRComplexImg ComplexSource = Img2BGRComplexImg(Source);
ComplexSource.BFFTShift();
ComplexSource.FFT2();
return(Spectrum2Img(ComplexSource, Spectrum.Phase));
}
static public Bitmap SimpleMotionDeblur(Bitmap Source, float Length, double Lambda = 10)
{
int OWidth = Source.Width, OHeight = Source.Height;
Source = ImgExtend(GrayScale(Source), true);
int Width = Source.Width, Height = Source.Height;
var ComplexKernel = AM2EDSP(SimpleComplexKernel(Width, Height, Length, true));
var ComplexSource = Img2BGRComplexImg(Source, false);
var ComplexResult = new BGRComplexImg(Width, Height);
ComplexSource.FFT2();
//AMFT.FFT2( ComplexKernel, AMFT.Direction.Forward );
EDSPFT.FFT2(ComplexKernel, Width, Height, EDSPFD.Forward);
Console.WriteLine();
Console.WriteLine("-----Source FFT--------------------------");
Console.WriteLine(Max(ComplexSource, BGRModel.R));
Console.WriteLine("-----------------------------------------");
Console.WriteLine();
Console.WriteLine("-----Kernel FFT--------------------------");
Console.WriteLine(Max(ComplexKernel));
Console.WriteLine("-----------------------------------------");
return(Source);
/*
* int X, Y, T;
* double D2;
* double Scale;
* for( Y = 0 ; Y < Height ; ++Y ) {
* for( X = 0 ; X < Width ; ++X ) {
* D2 = ComplexKernel[ Y, X ].SquaredMagnitude;
* Scale = D2 / ( D2 + Lambda );
* for( T = 0 ; T < 3 ; ++T ) {
* ComplexResult[ T ][ Y, X ] = ComplexSource[ T ][ Y, X ] * Scale / ComplexKernel[ Y, X ];
* }
* }
* }
*
* Console.WriteLine();
* Console.WriteLine( "-----Result FFT--------------------------" );
* Console.WriteLine( Max( ComplexResult, BGRModel.R ) );
* Console.WriteLine( "-----------------------------------------" );
*
* ComplexResult.BFFTShift();
* ComplexResult.IFFT2();
*
* Console.WriteLine();
* Console.WriteLine( "-----Result------------------------------" );
* Console.WriteLine( Max( ComplexResult, BGRModel.R ) );
* Console.WriteLine( "-----------------------------------------" );
*
* Bitmap Result = BGRComplexImg2Img( ComplexResult );
* return ImgUnExtend( Result, OWidth, OHeight );
*/
}
static public double Max(BGRComplexImg Source, BGRModel Model)
{
int X, Y, Width = Source.Width, Height = Source.Height;
double M = 0;
int I = (int)Model / 2;
for (Y = 0; Y < Height; ++Y)
{
for (X = 0; X < Width; ++X)
{
M = M < Source[I][Y, X].Magnitude ? Source[I][Y, X].Magnitude : M;
}
}
return(M);
}
static public BGRComplexImg HSI2BGR(HSIComplexImg Source)
{
BGRComplexImg Result = new BGRComplexImg(Source.Width, Source.Height);
HSI TmpHSI = new HSI();
BGR TmpBGR = null;
int X, Y;
for (Y = 0; Y < Source.Height; ++Y)
{
for (X = 0; X < Source.Width; ++X)
{
TmpHSI.H = Source.H[Y, X].Re;
TmpHSI.S = Source.S[Y, X].Re;
TmpHSI.I = Source.I[Y, X].Re;
TmpBGR = TmpHSI.ToBGR();
Result.R[Y, X].Re = TmpBGR.R;
Result.G[Y, X].Re = TmpBGR.G;
Result.B[Y, X].Re = TmpBGR.B;
}
}
return(Result);
}
static public HSIComplexImg BGR2HSI(BGRComplexImg Source)
{
HSIComplexImg Result = new HSIComplexImg(Source.Width, Source.Height);
BGR TmpBGR = new BGR();
HSI TmpHSI = null;
int X, Y;
for (Y = 0; Y < Source.Height; ++Y)
{
for (X = 0; X < Source.Width; ++X)
{
TmpBGR.R = DoubleToByte(Source.R[Y, X].Re);
TmpBGR.B = DoubleToByte(Source.B[Y, X].Re);
TmpBGR.G = DoubleToByte(Source.G[Y, X].Re);
TmpHSI = TmpBGR.ToHSI();
Result.H[Y, X].Re = TmpHSI.H;
Result.S[Y, X].Re = TmpHSI.S;
Result.I[Y, X].Re = TmpHSI.I;
}
}
return(Result);
}
static public Bitmap BGRComplexImg2Img(BGRComplexImg Source)
{
Bitmap Result = new Bitmap(Source.Width, Source.Height);
BitmapData ResultData = Result.LockBits(new Rectangle(0, 0, Source.Width, Source.Height), ImageLockMode.WriteOnly, PixelFormat.Format32bppArgb);
byte * ResultPointer = (byte *)ResultData.Scan0.ToPointer();
int X, Y, T;
double Scale = 1;
double Max = 0;
for (Y = 0; Y < Source.Height; ++Y)
{
for (X = 0; X < Source.Width; ++X)
{
for (T = 0; T < 3; ++T)
{
Max = Max < Source[T][Y, X].Magnitude ? Source[T][Y, X].Magnitude : Max;
}
}
}
Scale = 255 / Max;
for (Y = 0; Y < Source.Height; ++Y)
{
for (X = 0; X < Source.Width; ++X)
{
for (T = 0; T < 3; ++T)
{
ResultPointer[0] = DoubleToByte(Source[T][Y, X].Magnitude * Scale);
++ResultPointer;
}
ResultPointer[0] = 255;
++ResultPointer;
}
}
Result.UnlockBits(ResultData);
return(Result);
}