org.openimaj.math.model.fit.residuals

Class AbstractResidualCalculator<I,D,M extends Model<I,D>>

java.lang.Object

org.openimaj.math.model.fit.residuals.AbstractResidualCalculator<I,D,M>

Type Parameters:

I - type of independent data

D - type of dependent data

M - type of model

All Implemented Interfaces:

ResidualCalculator<I,D,M>

Direct Known Subclasses:

DistanceComparatorResidual, FundamentalModel.EpipolarResidual, FundamentalModel.Fundamental8PtResidual, FundamentalModel.SampsonGeometricResidual

public abstract class AbstractResidualCalculator<I,D,M extends Model<I,D>>
extends Object
implements ResidualCalculator<I,D,M>

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

Field Summary

Fields

Modifier and Type	Field and Description
protected M	model

Constructor Summary

Constructors

Constructor and Description
AbstractResidualCalculator()

Method Summary

Methods

Modifier and Type	Method and Description
void	computeResiduals(List<? extends IndependentPair<I,D>> data, double[] errors) Compute the residual for a set of data points
void	setModel(M model) Set the current model being evaluated.

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.openimaj.math.model.fit.residuals.ResidualCalculator

computeResidual

Field Detail

model

protected M extends Model<I,D> model

Constructor Detail

AbstractResidualCalculator

public AbstractResidualCalculator()

Method Detail

setModel

public void setModel(M model)

Description copied from interface: ResidualCalculator

Set the current model being evaluated. This should be called every time the model has changed internally, as the ResidualCalculator might pre-cache variables based on the model for error computation.

Specified by:

setModel in interface ResidualCalculator<I,D,M extends Model<I,D>>

Parameters:

model - the model

computeResiduals

public void computeResiduals(List<? extends IndependentPair<I,D>> data,
                    double[] errors)

Description copied from interface: ResidualCalculator

Compute the residual for a set of data points

Specified by:

computeResiduals in interface ResidualCalculator<I,D,M extends Model<I,D>>

Parameters:

data - the data

errors - the array to write the residuals into