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);
}
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);
}
public override void writeToXml(XmlTextWriter writer)
{
JamaMatrix jamaMatrix = PolyExps(polynomialDegree);
string[] array = new[] { "x", "y" };
for (int i = 0; i < 2; i++)
{
writer.WriteStartElement("Sum");
writer.WriteAttributeString("Name", array[i]);
for (int j = 0; j < jamaMatrix.RowDimension; j++)
{
writer.WriteStartElement("Term");
writer.WriteAttributeString("Coefficient",
transformCoefficients.GetElement(i * jamaMatrix.RowDimension + j, 0)
.ToString(CultureInfo.InvariantCulture));
for (int k = 0; k < 2; k++)
{
writer.WriteAttributeString(array[k] + "_power",
jamaMatrix.GetElement(j, k).ToString(CultureInfo.InvariantCulture));
}
writer.WriteEndElement();
}
writer.WriteEndElement();
}
}
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 static double Min(JamaMatrix gm)
{
bool flag = true;
double num = 0.0;
if (gm.RowDimension * gm.ColumnDimension <= 0)
{
throw new Exception("No elements.");
}
for (int i = 0; i < gm.RowDimension; i++)
{
for (int j = 0; j < gm.ColumnDimension; j++)
{
double element = gm.GetElement(i, j);
if (flag || element < num)
{
num = element;
flag = false;
}
}
}
return(num);
}
public FastPoly2PointTransformer(JamaMatrix matrix) : base(matrix)
{
polynomialDegree = 2;
for (int i = 0; i < 12; i++)
{
c[i] = matrix.GetElement(i, 0);
}
}
public FastPoly1PointTransformer(JamaMatrix matrix) : base(matrix)
{
this.polynomialDegree = 1;
for (int i = 0; i < 6; i++)
{
this.c[i] = matrix.GetElement(i, 0);
}
}
public Affine2DPointTransformer(JamaMatrix matrix)
{
c0 = matrix.GetElement(0, 0);
c1 = matrix.GetElement(0, 1);
c2 = matrix.GetElement(0, 2);
c3 = matrix.GetElement(1, 0);
c4 = matrix.GetElement(1, 1);
c5 = matrix.GetElement(1, 2);
}
public Affine2DPointTransformer(JamaMatrix matrix)
{
this.c0 = matrix.GetElement(0, 0);
this.c1 = matrix.GetElement(0, 1);
this.c2 = matrix.GetElement(0, 2);
this.c3 = matrix.GetElement(1, 0);
this.c4 = matrix.GetElement(1, 1);
this.c5 = matrix.GetElement(1, 2);
}