Examples with CustomTricubicInterpolatingFunction uk.ac.sussex.gdsc.core.math.interpolation.CustomTricubicInterpolatingFunction used on opensource projects

Example 1 with CustomTricubicInterpolatingFunction

use of uk.ac.sussex.gdsc.core.math.interpolation.CustomTricubicInterpolatingFunction in project GDSC-SMLM by aherbert.

the class CubicSplineCalculatorTest method canComputeCoefficientsForGaussianFunction.

@Test
void canComputeCoefficientsForGaussianFunction() {
    final int x = 4;
    final int y = 4;
    final int z = 4;
    final double xscale = 1;
    final double yscale = 0.5;
    final double zscale = 2.0;
    final double[] xval = SimpleArrayUtils.newArray(x, 0, xscale);
    final double[] yval = SimpleArrayUtils.newArray(y, 0, yscale);
    final double[] zval = SimpleArrayUtils.newArray(z, 0, zscale);
    final double[][][] fval = createData(x, y, z, null);
    final CustomTricubicInterpolatingFunction f1 = new CustomTricubicInterpolator().interpolate(xval, yval, zval, fval);
    final double[] exp = new double[64];
    f1.getSplineNode(1, 1, 1).getCoefficients(exp);
    final CustomTricubicFunction f = CustomTricubicFunctionUtils.create(exp);
    final CubicSplinePosition[] s = new CubicSplinePosition[4];
    for (int i = 0; i < 4; i++) {
        s[i] = new CubicSplinePosition((double) i / 3);
    }
    final double[][][] value = new double[4][4][4];
    final double[] b = new double[64];
    int count = 0;
    for (int k = 0; k < 4; k++) {
        for (int j = 0; j < 4; j++) {
            for (int i = 0; i < 4; i++) {
                value[i][j][k] = f.value(s[i], s[j], s[k]);
                b[count++] = value[i][j][k];
            }
        }
    }
    final CubicSplineCalculator calc = new CubicSplineCalculator();
    double[] obs = calc.compute(value);
    Assertions.assertArrayEquals(exp, obs, 1e-6);
    obs = calc.compute(b);
    Assertions.assertArrayEquals(exp, obs, 1e-6);
}