public PolynomialImageTransformer(RegistrationDefinition registration, InterpolationMode interpolationMode, int polynomialDegree) : base(registration, interpolationMode)
{
List <PositionAssociation> associationList = registration.GetAssociationList();
TransformationStyle arg_15_0 = registration.warpStyle;
int num = associationList.Count;
if (num == 2)
{
num++;
}
JamaMatrix jamaMatrix = new JamaMatrix(num, 2);
JamaMatrix jamaMatrix2 = new JamaMatrix(num, 2);
for (int i = 0; i < num; i++)
{
LatLon latLon = (i == associationList.Count) ? PolynomialImageTransformer.getThirdPosition(associationList[0].sourcePosition.pinPosition.latlon, associationList[1].sourcePosition.pinPosition.latlon, true) : associationList[i].sourcePosition.pinPosition.latlon;
jamaMatrix.SetElement(i, 0, latLon.lon);
jamaMatrix.SetElement(i, 1, latLon.lat);
LatLon latLon2 = (i == associationList.Count) ? PolynomialImageTransformer.getThirdPosition(MercatorCoordinateSystem.LatLonToMercator(associationList[0].globalPosition.pinPosition.latlon), MercatorCoordinateSystem.LatLonToMercator(associationList[1].globalPosition.pinPosition.latlon), false) : MercatorCoordinateSystem.LatLonToMercator(associationList[i].globalPosition.pinPosition.latlon);
jamaMatrix2.SetElement(i, 0, latLon2.lon);
jamaMatrix2.SetElement(i, 1, latLon2.lat);
}
this.destMercatorToSourceTransformer = PolynomialImageTransformer.getPolyPointTransformer(jamaMatrix, jamaMatrix2, polynomialDegree);
this.sourceToDestMercatorTransformer_approximate = PolynomialImageTransformer.getApproximateInverterPolyPointTransformer(jamaMatrix, jamaMatrix2, polynomialDegree);
DownhillInverterPointTransformer flakyPointTransformer = new DownhillInverterPointTransformer(this.destMercatorToSourceTransformer, this.sourceToDestMercatorTransformer_approximate);
IPointTransformer sourceToMercator = new RobustPointTransformer(flakyPointTransformer, this.sourceToDestMercatorTransformer_approximate);
this.destLatLonToSourceTransformer = new LatLonToSourceTransform(this.destMercatorToSourceTransformer);
this.sourceToDestLatLonTransformer = new SourceToLatLonTransform(sourceToMercator);
}
public override void doTransform(PointD p0, PointD p1)
{
JamaMatrix jamaMatrix = new JamaMatrix(1, 2);
jamaMatrix.SetElement(0, 0, p0.x);
jamaMatrix.SetElement(0, 1, p0.y);
JamaMatrix jamaMatrix2 = Polynomialize(jamaMatrix, polynomialDegree).times(matrix);
p1.x = jamaMatrix2.GetElement(0, 0);
p1.y = jamaMatrix2.GetElement(1, 0);
}
private static JamaMatrix RegularUnitGrid(int size)
{
JamaMatrix jamaMatrix = new JamaMatrix(size * size, 2);
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
jamaMatrix.SetElement(i * size + j, 0, (double)j / (double)(size - 1));
jamaMatrix.SetElement(i * size + j, 1, (double)i / (double)(size - 1));
}
}
return(jamaMatrix);
}
public static JamaMatrix Polynomialize(JamaMatrix values, int degree)
{
JamaMatrix jamaMatrix = PolyExps(degree);
JamaMatrix jamaMatrix2 = new JamaMatrix(values.RowDimension, jamaMatrix.RowDimension);
for (int i = 0; i < jamaMatrix.RowDimension; i++)
{
for (int j = 0; j < values.RowDimension; j++)
{
jamaMatrix2.SetElement(j,
i,
Math.Pow(values.GetElement(j, 0), jamaMatrix.GetElement(i, 0)) *
Math.Pow(values.GetElement(j, 1), jamaMatrix.GetElement(i, 1)));
}
}
JamaMatrix jamaMatrix3 = new JamaMatrix(jamaMatrix2.RowDimension * 2, jamaMatrix2.ColumnDimension * 2);
jamaMatrix3.setMatrix(0, jamaMatrix2.RowDimension - 1, 0, jamaMatrix2.ColumnDimension - 1, jamaMatrix2);
jamaMatrix3.setMatrix(jamaMatrix2.RowDimension,
2 * jamaMatrix2.RowDimension - 1,
jamaMatrix2.ColumnDimension,
2 * jamaMatrix2.ColumnDimension - 1,
jamaMatrix2);
return(jamaMatrix3);
}
private static JamaMatrix PseudoInverseBySVD(JamaMatrix gm)
{
if (gm.RowDimension < gm.ColumnDimension)
{
JamaMatrix gm2 = gm.transpose();
JamaMatrix jamaMatrix = PolynomialImageTransformer.PseudoInverseBySVD(gm2);
return(jamaMatrix.transpose());
}
if (gm.RowDimension == gm.ColumnDimension)
{
return(gm.inverse());
}
SingularValueDecomposition singularValueDecomposition = new SingularValueDecomposition(gm);
JamaMatrix jamaMatrix2 = singularValueDecomposition.S.transpose();
for (int i = 0; i < jamaMatrix2.RowDimension; i++)
{
double element = jamaMatrix2.GetElement(i, i);
if (element != 0.0)
{
jamaMatrix2.SetElement(i, i, 1.0 / element);
}
}
return(singularValueDecomposition.getV().times(jamaMatrix2).times(singularValueDecomposition.getU().transpose()));
}
public HomographicImageTransformer(RegistrationDefinition registration, InterpolationMode interpolationMode) : base(registration, interpolationMode)
{
List<PositionAssociation> associationList = registration.GetAssociationList();
TransformationStyle arg_15_0 = registration.warpStyle;
int count = associationList.Count;
JamaMatrix jamaMatrix = new JamaMatrix(count, 2);
JamaMatrix jamaMatrix2 = new JamaMatrix(count, 2);
for (int i = 0; i < count; i++)
{
LatLon latlon = associationList[i].sourcePosition.pinPosition.latlon;
jamaMatrix.SetElement(i, 0, latlon.lon);
jamaMatrix.SetElement(i, 1, latlon.lat);
LatLon latLon = MercatorCoordinateSystem.LatLonToMercator(associationList[i].globalPosition.pinPosition.latlon);
jamaMatrix2.SetElement(i, 0, latLon.lon);
jamaMatrix2.SetElement(i, 1, latLon.lat);
}
}
public static JamaMatrix PolyExps(int degree)
{
JamaMatrix jamaMatrix = new JamaMatrix((degree + 1) * (degree + 2) / 2, 2);
int num = 0;
for (int i = 0; i <= degree; i++)
{
for (int j = 0; j <= degree - i; j++)
{
jamaMatrix.SetElement(num, 0, (double)i);
jamaMatrix.SetElement(num, 1, (double)j);
num++;
}
}
D.Assert(num == jamaMatrix.RowDimension);
return(jamaMatrix);
}
public static void TestFunc()
{
double[][] array = new double[4][];
double[][] arg_15_0 = array;
int arg_15_1 = 0;
double[] array2 = new double[2];
arg_15_0[arg_15_1] = array2;
array[1] = new double[]
{
1.02,
0.93
};
array[2] = new double[]
{
0.0,
1.0
};
double[][] arg_73_0 = array;
int arg_73_1 = 3;
double[] array3 = new double[2];
array3[0] = 1.0;
arg_73_0[arg_73_1] = array3;
double[][] a = array;
JamaMatrix jamaMatrix = new JamaMatrix(a);
PolynomialImageTransformer.RegularUnitGrid(4);
JamaMatrix jamaMatrix2 = (JamaMatrix)jamaMatrix.Clone();
jamaMatrix2.SetElement(1, 0, 1.0);
jamaMatrix2.SetElement(1, 1, 1.0);
JamaMatrix jamaMatrix3 = IPolyPointTransformer.Polynomialize(jamaMatrix, 2);
JamaMatrix jamaMatrix4 = PolynomialImageTransformer.SVDSolveApply(jamaMatrix3, PolynomialImageTransformer.PointUnroll(jamaMatrix2));
D.Say(0, "polyTransform:\n" + jamaMatrix4.ToString());
JamaMatrix unrolledVector = jamaMatrix3.times(jamaMatrix4);
D.Say(0, "testSolution:\n" + PolynomialImageTransformer.PointRoll(unrolledVector, 2).ToString());
PolynomialImageTransformer.getPolyPointTransformer(jamaMatrix, jamaMatrix2, 2);
LatLon p = new LatLon(0.93, 1.02);
D.Say(0, "Invert test:\n" + PolynomialImageTransformer.getApproximateInverterPolyPointTransformer(jamaMatrix, jamaMatrix2, 2).getTransformedPoint(p).ToString());
}
private static JamaMatrix CornersToVectorMatrix(MapRectangle rect)
{
JamaMatrix jamaMatrix = new JamaMatrix(3, 4);
jamaMatrix.SetElement(0, 0, rect.lon0);
jamaMatrix.SetElement(0, 1, rect.lon0);
jamaMatrix.SetElement(0, 2, rect.lon1);
jamaMatrix.SetElement(0, 3, rect.lon1);
jamaMatrix.SetElement(1, 0, rect.lat0);
jamaMatrix.SetElement(1, 1, rect.lat1);
jamaMatrix.SetElement(1, 2, rect.lat0);
jamaMatrix.SetElement(1, 3, rect.lat1);
jamaMatrix.SetElement(2, 0, 1.0);
jamaMatrix.SetElement(2, 1, 1.0);
jamaMatrix.SetElement(2, 2, 1.0);
jamaMatrix.SetElement(2, 3, 1.0);
return(jamaMatrix);
}