Facemorph.aam
Class CAAMPowell

java.lang.Object
  Facemorph.Powell
      Facemorph.aam.CAAMPowell

public class CAAMPowell
extends Powell

Correlated Active Appearance Model optimised using Powell's method (therefore slow, for comparison with fast method, not for general use)

Field Summary

Fields inherited from class Facemorph.Powell

fittnessMemo, kNN, memo, TINY

Constructor Summary

CAAMPowell(MaskInterface mask, PCA pca, PCI pci, java.awt.Image subject, Template template)
Constructor for CAAMPowell

Method Summary

float[]	convertParams(double[] params) Convert parameters for better behaviour in an optimsation routine
double	func(double[] params) Func should be overrided to calculate the error given the parameters params
static void	main(java.lang.String[] args) Main method for testing
void	onIteration(double[] params) onIteration is called once per complete itrations to show the best current guess.
double[]	reconvertParams(float[] fparams) Reconvert the parameters
Template	solve(int maxAppIts, int maxits, double converged) Estimate the template iteratively
Template	solveSingle(int maxits, double converged) A single iteration of the detection process
static void	test(java.lang.String listFile, java.lang.String resFile, PCI pci, PCA pca, MaskInterface mask) Test method
void	updateAppearance() Update the appearance model parameters

Methods inherited from class Facemorph.Powell

linmin, optimiseGA, powell, powell, spsa, spsa2

Methods inherited from class java.lang.Object

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

Constructor Detail

CAAMPowell

public CAAMPowell(MaskInterface mask,
                  PCA pca,
                  PCI pci,
                  java.awt.Image subject,
                  Template template)

Constructor for CAAMPowell

Parameters:

mask - mask to use

pca - shape pca model

pci - image pca model

subject - subject image

template - template

Method Detail

updateAppearance

public void updateAppearance()

Update the appearance model parameters

convertParams

public float[] convertParams(double[] params)

Convert parameters for better behaviour in an optimsation routine

Parameters:

params - the parameters

Returns:

return the converted parameters

reconvertParams

public double[] reconvertParams(float[] fparams)

Reconvert the parameters

Parameters:

fparams - the parameters to reconvert

Returns:

returns the reconverted parameters

func

public double func(double[] params)

Description copied from class: Powell

Func should be overrided to calculate the error given the parameters params

Specified by:

func in class Powell

Parameters:

params - the parameters to evaluate

Returns:

returns the error

onIteration

public void onIteration(double[] params)

Description copied from class: Powell

onIteration is called once per complete itrations to show the best current guess. It can be implemented with an empty body if not needed

Specified by:

onIteration in class Powell

Parameters:

params - the current params of the model

solveSingle

public Template solveSingle(int maxits,
                            double converged)

A single iteration of the detection process

Parameters:

maxits - the maximum iterations to use

converged - converged when change in error is less than this, or maxits exceeded

Returns:

returnt the estimated Template

solve

public Template solve(int maxAppIts,
                      int maxits,
                      double converged)

Estimate the template iteratively

Parameters:

maxAppIts - the maximum appearance iterations

maxits - the maximum shape iterations

converged - converged when change in error is less than converged, or maxAPpIts exceeded

Returns:

returns the estimated Template

main

public static void main(java.lang.String[] args)

Main method for testing

Parameters:

args - args[0] = PCI, args[1]=PCA, args[2]=mask, args[3] list file, args[4] results file

test

public static void test(java.lang.String listFile,
                        java.lang.String resFile,
                        PCI pci,
                        PCA pca,
                        MaskInterface mask)

Test method

Parameters:

listFile - list file

resFile - results file

pci - image PCA data

pca - shape PCA data

mask - mask