io.github.msdk.featuredetection.adap3d.algorithms

Class BiGaussian

java.lang.Object

io.github.msdk.featuredetection.adap3d.algorithms.BiGaussian

public class BiGaussian
extends Object

BiGaussian Class is used for fitting BiGaussian on EIC. BiGaussian is composed of 2 halves of Gaussian with different standard deviations. It depends on 4 parameters (height, mu, sigmaLeft, sigmaRight) and computed by the formula

f(x) = height * exp(-(x-mu)^2 / (2 * sigmaRight^2)) if x > mu

f(x) = height * exp(-(x-mu)^2 / (2 * sigmaLeft^2)) if x < mu

Field Summary

Fields

Modifier and Type	Field and Description
double	maxHeight
int	mu
double	sigmaLeft
double	sigmaRight

Method Summary

Modifier and Type	Method and Description
double	getValue(int x) This method is used calculating BiGaussian values for EIC.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

maxHeight

public final double maxHeight

mu

public final int mu

sigmaLeft

public final double sigmaLeft

sigmaRight

public final double sigmaRight

Method Detail

getValue

public double getValue(int x)

This method is used calculating BiGaussian values for EIC.

Parameters:

x - a Integer object. This is scan number.

Returns:

a double.