public DNGMatrix4x4(DNGMatrix m)
: base(m)
{
// Input must be either 3x3 or 4x4.
bool is3by3 = (m.Rows == 3 && m.Cols == 3);
bool is4by4 = (m.Rows == 4 && m.Cols == 4);
if (!is3by3 && !is4by4)
{
throw new ArgumentException("This is not a 3x3 or 4x4 Matrix");
}
// For 3x3 case, pad to 4x4 (equivalent 4x4 matrix).
if (is3by3)
{
_rows = 4;
_cols = 4;
_data[0, 3] = 0.0;
_data[1, 3] = 0.0;
_data[2, 3] = 0.0;
_data[3, 0] = 0.0;
_data[3, 1] = 0.0;
_data[3, 2] = 0.0;
_data[3, 3] = 1.0;
}
}
public static DNGMatrix operator *(DNGMatrix vec, double scale)
{
DNGMatrix ret = new DNGMatrix(vec);
ret.Scale(scale);
return(ret);
}
public static DNGMatrix Identity(uint size)
{
DNGMatrix mat = new DNGMatrix();
mat.SetIdentity(size);
return(mat);
}
public DNGMatrix4x3(DNGMatrix m)
: base(m)
{
if (Rows != 4 || Cols != 3)
{
throw new ArgumentException("This is not a 4x3 Matrix");
}
}
public DNGMatrix AsDiagonal()
{
DNGMatrix M = new DNGMatrix(Count, Count);
for (uint j = 0; j < Count; j++)
{
M[j, j] = _data[j];
}
return(M);
}
public DNGMatrix AsColumn()
{
DNGMatrix M = new DNGMatrix(Count, 1);
for (uint j = 0; j < Count; j++)
{
M[j, 0] = _data[j];
}
return(M);
}
public DNGMatrix(DNGMatrix aMatrix)
{
_rows = aMatrix.Rows;
_cols = aMatrix.Cols;
for (int row = 0; row < _rows; row++)
{
for (int col = 0; col < _cols; col++)
{
_data[row, col] = aMatrix._data[row, col];
}
}
}
public DNGMatrix Invert(DNGMatrix hint)
{
if (Rows == Cols ||
Rows != hint.Cols ||
Cols != hint.Rows)
{
return(Invert());
}
else
{
// Use the specified hint matrix.
return((hint * this).Invert() * hint);
}
}
public DNGMatrix Transpose()
{
DNGMatrix B = new DNGMatrix(Cols, Rows);
for (uint j = 0; j < B.Rows; j++)
{
for (uint k = 0; k < B.Cols; k++)
{
B[j, k] = this[k, j];
}
}
return(B);
}
private DNGMatrix Invert3x3()
{
if (Cols != 3 && Rows != 3)
{
throw new Exception("This only works on 3x3 matrices.");
}
double a00 = this[0, 0];
double a01 = this[0, 1];
double a02 = this[0, 2];
double a10 = this[1, 0];
double a11 = this[1, 1];
double a12 = this[1, 2];
double a20 = this[2, 0];
double a21 = this[2, 1];
double a22 = this[2, 2];
double[,] temp = new double[3, 3];
temp[0, 0] = a11 * a22 - a21 * a12;
temp[0, 1] = a21 * a02 - a01 * a22;
temp[0, 2] = a01 * a12 - a11 * a02;
temp[1, 0] = a20 * a12 - a10 * a22;
temp[1, 1] = a00 * a22 - a20 * a02;
temp[1, 2] = a10 * a02 - a00 * a12;
temp[2, 0] = a10 * a21 - a20 * a11;
temp[2, 1] = a20 * a01 - a00 * a21;
temp[2, 2] = a00 * a11 - a10 * a01;
double det = (a00 * temp[0, 0] +
a01 * temp[1, 0] +
a02 * temp[2, 0]);
if (Math.Abs(det) < NEAR_ZERO)
{
throw new Exception("The matrix determinant is too close to zero.");
}
DNGMatrix B = new DNGMatrix(3, 3);
for (uint j = 0; j < 3; j++)
{
for (uint k = 0; k < 3; k++)
{
B[j, k] = temp[j, k] / det;
}
}
return(B);
}
public override bool Equals(object obj)
{
if (obj == null)
{
return(false);
}
if (!(obj is DNGMatrix))
{
return(false);
}
DNGMatrix value = (DNGMatrix)obj;
return(Equals(value));
}
public static DNGMatrix operator +(DNGMatrix a, DNGMatrix b)
{
if (a.Cols != b.Cols || a.Rows != b.Rows)
{
throw new ArgumentException("Matrices don't have the same size.");
}
DNGMatrix ret = new DNGMatrix(a);
for (uint j = 0; j < ret.Rows; j++)
{
for (uint k = 0; k < ret.Cols; k++)
{
ret[j, k] += b[j, k];
}
}
return(ret);
}
private DNGMatrix NormalizeForwardMatrix(DNGMatrix m)
{
if (m == null)
{
return(new DNGMatrix());
}
if (m.NotEmpty())
{
DNGVector cameraOne = DNGVector.Identity(m.Cols);
DNGVector xyz = m * cameraOne;
m = DNGxyCoord.PCStoXYZ.AsDiagonal() *
(xyz.AsDiagonal().Invert()) * m;
}
return(m);
}
public bool AlmostEqual(DNGMatrix m, double slop = 1.0e-8)
{
if (_rows != m._rows || _cols != m._cols)
{
return(false);
}
for (uint j = 0; j < _rows; j++)
{
for (uint k = 0; k < _cols; k++)
{
if (Math.Abs(_data[j, k] - m[j, k]) > slop)
{
return(false);
}
}
}
return(true);
}
public bool Equals(DNGMatrix value)
{
if (_rows != value._rows || _cols != value._cols)
{
return(false);
}
for (int row = 0; row < _rows; row++)
{
for (int col = 0; col < _cols; col++)
{
if (_data[row, col] != value._data[row, col])
{
return(false);
}
}
}
return(true);
}
public DNGColorSpace(DNGMatrix3x3 toPCS)
{
// The matrix values are often rounded, so adjust to
// get them to convert device white exactly to the PCS.
DNGVector W1 = toPCS * new DNGVector3(1.0, 1.0, 1.0);
DNGVector W2 = DNGxyCoord.PCStoXYZ;
double s0 = W2[0] / W1[0];
double s1 = W2[1] / W1[1];
double s2 = W2[2] / W1[2];
DNGMatrix3x3 S = new DNGMatrix3x3(s0, 0, 0,
0, s1, 0,
0, 0, s2);
mToPCS = S * toPCS;
// Find reverse matrix.
mFromPCS = mToPCS.Invert();
}
/// Return the XY value to use for SetWhiteXY for a given camera color
/// space coordinate as the white point.
/// \param neutral A camera color space value to use for white point.
/// Components range from 0.0 to 1.0 and should be normalized such that
/// the largest value is 1.0 .
/// \retval White point in XY space that makes neutral map to this
/// XY value as closely as possible.
public DNGxyCoord NeutralToXY(DNGVector neutral)
{
const uint kMaxPasses = 30;
if (fChannels == 1)
{
return(DNGxyCoord.PCStoXY);
}
DNGxyCoord last = DNGxyCoord.D50;
for (uint pass = 0; pass < kMaxPasses; pass++)
{
DNGMatrix nullMat = null;
DNGMatrix xyzToCamera = FindXYZtoCamera(last, ref nullMat, ref nullMat, ref nullMat);
DNGMatrix inv = xyzToCamera.Invert();
DNGVector vec = inv * neutral;
DNGVector3 vec3 = new DNGVector3(vec);
DNGxyCoord next = DNGxyCoord.XYZtoXY(new DNGVector3(xyzToCamera.Invert() * neutral));
if (Math.Abs(next.X - last.X) +
Math.Abs(next.Y - last.Y) < 0.0000001)
{
return(next);
}
// If we reach the limit without converging, we are most likely
// in a two value oscillation. So take the average of the last
// two estimates and give up.
if (pass == kMaxPasses - 1)
{
next.X = (last.X + next.X) * 0.5;
next.Y = (last.Y + next.Y) * 0.5;
}
last = next;
}
return(last);
}
public DNGMatrix Invert()
{
if (Rows < 2 || Cols < 2)
{
throw new Exception("Can't invert a matrix smaller than 2x2");
}
if (Rows == Cols)
{
if (Rows == 3)
{
return(Invert3x3());
}
return(InvertNxN());
}
else
{
// Compute the pseudo inverse.
DNGMatrix B = Transpose();
return((B * this).Invert() * B);
}
}
public static DNGMatrix operator *(DNGMatrix a, DNGMatrix b)
{
if (a.Cols != b.Rows)
{
throw new ArgumentException("Matrix dimensions don't match.");
}
DNGMatrix ret = new DNGMatrix(a.Rows, b.Cols);
for (uint j = 0; j < ret.Rows; j++)
{
for (uint k = 0; k < ret.Cols; k++)
{
ret[j, k] = 0.0;
for (uint m = 0; m < a.Cols; m++)
{
double aa = a[j, m];
double bb = b[m, k];
ret[j, k] += aa * bb;
}
}
}
return(ret);
}
private DNGMatrix FindXYZtoCamera(DNGxyCoord white, ref DNGMatrix forwardMatrix,
ref DNGMatrix reductionMatrix, ref DNGMatrix cameraCalibration)
{
// Convert to temperature/offset space.
DNGTemperature td = new DNGTemperature(white);
// Find fraction to weight the first calibration.
double g;
if (td.Temperature <= fTemperature1)
{
g = 1.0;
}
else if (td.Temperature >= fTemperature2)
{
g = 0.0;
}
else
{
double invT = 1.0 / td.Temperature;
g = (invT - (1.0 / fTemperature2)) /
((1.0 / fTemperature1) - (1.0 / fTemperature2));
}
// Interpolate the color matrix.
DNGMatrix colorMatrix;
if (g >= 1.0)
{
colorMatrix = fColorMatrix1;
}
else if (g <= 0.0)
{
colorMatrix = fColorMatrix2;
}
else
{
colorMatrix = (g) * fColorMatrix1 +
(1.0 - g) * fColorMatrix2;
}
// Interpolate forward matrix, if any.
if (forwardMatrix != null)
{
bool has1 = fForwardMatrix1.NotEmpty();
bool has2 = fForwardMatrix2.NotEmpty();
if (has1 && has2)
{
if (g >= 1.0)
{
forwardMatrix = fForwardMatrix1;
}
else if (g <= 0.0)
{
forwardMatrix = fForwardMatrix2;
}
else
{
forwardMatrix = (g) * fForwardMatrix1 +
(1.0 - g) * fForwardMatrix2;
}
}
else if (has1)
{
forwardMatrix = fForwardMatrix1;
}
else if (has2)
{
forwardMatrix = fForwardMatrix2;
}
else
{
forwardMatrix.Clear();
}
}
// Interpolate reduction matrix, if any.
if (reductionMatrix != null)
{
bool has1 = fReductionMatrix1.NotEmpty();
bool has2 = fReductionMatrix2.NotEmpty();
if (has1 && has2)
{
if (g >= 1.0)
{
reductionMatrix = fReductionMatrix1;
}
else if (g <= 0.0)
{
reductionMatrix = fReductionMatrix2;
}
else
{
reductionMatrix = (g) * fReductionMatrix1 +
(1.0 - g) * fReductionMatrix2;
}
}
else if (has1)
{
reductionMatrix = fReductionMatrix1;
}
else if (has2)
{
reductionMatrix = fReductionMatrix2;
}
else
{
reductionMatrix.Clear();
}
}
// Interpolate camera calibration matrix.
if (cameraCalibration != null)
{
if (g >= 1.0)
{
cameraCalibration = fCameraCalibration1;
}
else if (g <= 0.0)
{
cameraCalibration = fCameraCalibration2;
}
else
{
cameraCalibration = (g) * fCameraCalibration1 +
(1.0 - g) * fCameraCalibration2;
}
}
// Return the interpolated color matrix.
return(colorMatrix);
}
public DNGColorSpec(uint aChannels, ImageFileDirectory ifd0, ImageFileDirectory raw)
{
fChannels = aChannels;
if (GetTag <IFDDNGCalibrationIlluminant1>(ifd0, raw) != null)
{
fTemperature1 = ConvertIlluminantToTemperature(GetTag <IFDDNGCalibrationIlluminant1>(ifd0, raw).Value);
}
else
{
fTemperature1 = 0.0;
}
if (GetTag <IFDDNGCalibrationIlluminant2>(ifd0, raw) != null)
{
fTemperature2 = ConvertIlluminantToTemperature(GetTag <IFDDNGCalibrationIlluminant2>(ifd0, raw).Value);
}
else
{
fTemperature2 = 0.0;
}
fColorMatrix1 = GetTag <IFDDNGColorMatrix1>(ifd0, raw)?.Matrix;
if (fColorMatrix1 == null)
{
fColorMatrix1 = DNGMatrix.Identity(fChannels); //best choice if nothing is given...
}
fColorMatrix2 = GetTag <IFDDNGColorMatrix2>(ifd0, raw)?.Matrix;
if (fColorMatrix2 == null)
{
fColorMatrix2 = new DNGMatrix();
}
fForwardMatrix1 = GetTag <IFDDNGForwardMatrix1>(ifd0, raw)?.Matrix;
if (fForwardMatrix1 == null)
{
fForwardMatrix1 = new DNGMatrix();
}
fForwardMatrix2 = GetTag <IFDDNGForwardMatrix2>(ifd0, raw)?.Matrix;
if (fForwardMatrix2 == null)
{
fForwardMatrix2 = new DNGMatrix();
}
fReductionMatrix1 = GetTag <IFDDNGReductionMatrix1>(ifd0, raw)?.Matrix;
if (fReductionMatrix1 == null)
{
fReductionMatrix1 = new DNGMatrix();
}
fReductionMatrix2 = GetTag <IFDDNGReductionMatrix2>(ifd0, raw)?.Matrix;
if (fReductionMatrix2 == null)
{
fReductionMatrix2 = new DNGMatrix();
}
fCameraCalibration1 = GetTag <IFDDNGCameraCalibration1>(ifd0, raw)?.Matrix;
fCameraCalibration2 = GetTag <IFDDNGCameraCalibration1>(ifd0, raw)?.Matrix;
if (fCameraCalibration1 == null)
{
fCameraCalibration1 = DNGMatrix.Identity(fChannels);
}
if (fCameraCalibration2 == null)
{
fCameraCalibration2 = DNGMatrix.Identity(fChannels);
}
fAnalogBalance = GetTag <IFDDNGAnalogBalance>(ifd0, raw)?.Vector.AsDiagonal();
if (fAnalogBalance == null)
{
fAnalogBalance = DNGMatrix.Identity(fChannels);
}
fForwardMatrix1 = NormalizeForwardMatrix(fForwardMatrix1);
fColorMatrix1 = fAnalogBalance * fCameraCalibration1 * fColorMatrix1;
if (fColorMatrix2.IsEmpty() ||
fTemperature1 <= 0.0 ||
fTemperature2 <= 0.0 ||
fTemperature1 == fTemperature2)
{
fTemperature1 = 5000.0;
fTemperature2 = 5000.0;
fColorMatrix2 = fColorMatrix1;
fForwardMatrix2 = fForwardMatrix1;
fReductionMatrix2 = fReductionMatrix1;
fCameraCalibration2 = fCameraCalibration1;
}
else
{
fForwardMatrix2 = NormalizeForwardMatrix(fForwardMatrix2);
fColorMatrix2 = fAnalogBalance * fCameraCalibration2 * fColorMatrix2;
// Swap values if temperatures are out of order.
if (fTemperature1 > fTemperature2)
{
double temp = fTemperature1;
fTemperature1 = fTemperature2;
fTemperature2 = temp;
DNGMatrix T = fColorMatrix1;
fColorMatrix1 = fColorMatrix2;
fColorMatrix2 = T;
T = fForwardMatrix1;
fForwardMatrix1 = fForwardMatrix2;
fForwardMatrix2 = T;
T = fReductionMatrix1;
fReductionMatrix1 = fReductionMatrix2;
fReductionMatrix2 = T;
T = fCameraCalibration1;
fCameraCalibration1 = fCameraCalibration2;
fCameraCalibration2 = T;
}
}
IFDDNGAsShotNeutral neutral = GetTag <IFDDNGAsShotNeutral>(ifd0, raw);
IFDDNGAsShotWhiteXY asShot = GetTag <IFDDNGAsShotWhiteXY>(ifd0, raw);
DNGxyCoord white;
if (asShot == null)
{
if (neutral == null)
{
throw new ArgumentException("The DNG spec says that one of the As Shot White balance tags must be present.");
}
DNGVector vec = new DNGVector((uint)neutral.Value.Length);
for (uint c = 0; c < neutral.Value.Length; c++)
{
vec[c] = neutral.Value[c].Value;
}
double unify = 1.0 / vec.MaxEntry();
vec = unify * vec;
white = NeutralToXY(vec);
}
else
{
double x = asShot.Value[0].Value;
double y = asShot.Value[1].Value;
white = new DNGxyCoord(x, y);
}
WhiteXY = white;
}
public DNGColorSpec(double[] colorMatrix1, double[] colorMatrix2,
IFDDNGCalibrationIlluminant.Illuminant illuminant1, IFDDNGCalibrationIlluminant.Illuminant illuminant2, float[] whiteBalance)
{
fChannels = 3;
fTemperature1 = ConvertIlluminantToTemperature(illuminant1);
fTemperature2 = ConvertIlluminantToTemperature(illuminant2);
if (colorMatrix1 == null)
{
fColorMatrix1 = DNGMatrix.Identity(fChannels); //best choice if nothing is given...
}
else
{
fColorMatrix1 = new DNGMatrix3x3(colorMatrix1);
}
if (colorMatrix2 == null)
{
fColorMatrix2 = new DNGMatrix();
}
else
{
fColorMatrix2 = new DNGMatrix3x3(colorMatrix2);
}
fForwardMatrix1 = new DNGMatrix();
fForwardMatrix2 = new DNGMatrix();
fReductionMatrix1 = new DNGMatrix();
fReductionMatrix2 = new DNGMatrix();
fCameraCalibration1 = DNGMatrix.Identity(fChannels);
fCameraCalibration2 = DNGMatrix.Identity(fChannels);
fAnalogBalance = DNGMatrix.Identity(fChannels);
fForwardMatrix1 = NormalizeForwardMatrix(fForwardMatrix1);
fColorMatrix1 = fAnalogBalance * fCameraCalibration1 * fColorMatrix1;
if (fColorMatrix2.IsEmpty() ||
fTemperature1 <= 0.0 ||
fTemperature2 <= 0.0 ||
fTemperature1 == fTemperature2)
{
fTemperature1 = 5000.0;
fTemperature2 = 5000.0;
fColorMatrix2 = fColorMatrix1;
fForwardMatrix2 = fForwardMatrix1;
fReductionMatrix2 = fReductionMatrix1;
fCameraCalibration2 = fCameraCalibration1;
}
else
{
fForwardMatrix2 = NormalizeForwardMatrix(fForwardMatrix2);
fColorMatrix2 = fAnalogBalance * fCameraCalibration2 * fColorMatrix2;
// Swap values if temperatures are out of order.
if (fTemperature1 > fTemperature2)
{
double temp = fTemperature1;
fTemperature1 = fTemperature2;
fTemperature2 = temp;
DNGMatrix T = fColorMatrix1;
fColorMatrix1 = fColorMatrix2;
fColorMatrix2 = T;
T = fForwardMatrix1;
fForwardMatrix1 = fForwardMatrix2;
fForwardMatrix2 = T;
T = fReductionMatrix1;
fReductionMatrix1 = fReductionMatrix2;
fReductionMatrix2 = T;
T = fCameraCalibration1;
fCameraCalibration1 = fCameraCalibration2;
fCameraCalibration2 = T;
}
}
DNGxyCoord white;
DNGVector vec = new DNGVector((uint)whiteBalance.Length);
for (uint c = 0; c < whiteBalance.Length; c++)
{
//white point is given as a multiplicatice factor
//actual white point is hence 1/value
vec[c] = 1.0f / whiteBalance[c];
}
double unify = 1.0 / vec.MaxEntry();
vec = unify * vec;
white = NeutralToXY(vec);
WhiteXY = white;
}
public bool AlmostIdentity(double slop = 1.0e-8)
{
return(AlmostEqual(DNGMatrix.Identity(_rows), slop));
}
private DNGMatrix InvertNxN()
{
uint i;
uint j;
uint k;
uint n = Rows;
uint augmented_cols = 2 * n;
double[,] temp = new double[MAX_COLOR_PLANES, MAX_COLOR_PLANES * 2];
for (i = 0; i < n; i++)
{
for (j = 0; j < n; j++)
{
temp[i, j] = this[i, j];
temp[i, j + n] = (i == j? 1.0 : 0.0);
}
}
for (i = 0; i < n; i++)
{
// Find row iMax with largest absolute entry in column i.
uint iMax = i;
double vMax = -1.0;
for (k = i; k < n; k++)
{
double v = Math.Abs(this[k, i]);
if (v > vMax)
{
vMax = v;
iMax = k;
}
}
double alpha = temp[iMax, i];
if (Math.Abs(alpha) < NEAR_ZERO)
{
throw new Exception("This matrix is not invertible");
}
// Swap rows i and iMax, column by column.
if (i != iMax)
{
for (j = 0; j < augmented_cols; j++)
{
double t = temp[iMax, j];
temp[iMax, j] = temp[i, j];
temp[i, j] = t;
}
}
for (j = 0; j < augmented_cols; j++)
{
temp[i, j] /= alpha;
}
for (k = 0; k < n; k++)
{
if (i != k)
{
double beta = temp[k, i];
for (j = 0; j < augmented_cols; j++)
{
temp[k, j] -= beta * temp[i, j];
}
}
}
}
DNGMatrix B = new DNGMatrix(n, n);
for (i = 0; i < n; i++)
{
for (j = 0; j < n; j++)
{
B[i, j] = temp[i, j + n];
}
}
return(B);
}