Uses of Interface
org.openimaj.math.model.fit.residuals.ResidualCalculator

Packages that use ResidualCalculator

Package	Description
org.openimaj.math.geometry.transforms
org.openimaj.math.geometry.transforms.residuals
org.openimaj.math.model.fit
org.openimaj.math.model.fit.residuals

Uses of ResidualCalculator in org.openimaj.math.geometry.transforms

Classes in org.openimaj.math.geometry.transforms that implement ResidualCalculator

Modifier and Type	Class and Description
static class	FundamentalModel.EpipolarResidual Geometric residual that sums the distance of points from the closest epipolar line.
static class	FundamentalModel.Fundamental8PtResidual Computes the algebraic residual of the point pairs applied to the F matrix
static class	FundamentalModel.SampsonGeometricResidual ResidualCalculator based on Sampson's geometric error.

Uses of ResidualCalculator in org.openimaj.math.geometry.transforms.residuals

Classes in org.openimaj.math.geometry.transforms.residuals that implement ResidualCalculator

Modifier and Type	Class and Description
class	AlgebraicResidual2d<M extends Model<Point2d,Point2d> & MatrixTransformProvider> Compute the algebraic residuals of points mapped by a 2d homogeneous transform (i.e.
class	SingleImageTransferResidual2d<M extends Model<Point2d,Point2d>> Compute the 2d geometric Single Image Transfer residual.
class	SymmetricTransferResidual2d<M extends Model<Point2d,Point2d> & MatrixTransformProvider> The points in the first image are projected by the homography matrix to produce new estimates of the second image points and the second image point projected by the inverse homography to produce estimates of the first.
class	TransformedSITR2d<M extends Model<Point2d,Point2d>> An implementation of a SingleImageTransferResidual2d that pre-transforms both sets of points by predetermined transforms.

Uses of ResidualCalculator in org.openimaj.math.model.fit

Fields in org.openimaj.math.model.fit declared as ResidualCalculator

Modifier and Type	Field and Description
protected ResidualCalculator<I,D,M>	RANSAC.errorModel
protected ResidualCalculator<I,D,M>	LMedS.residualEstimator

Constructors in org.openimaj.math.model.fit with parameters of type ResidualCalculator

Constructor and Description
LMedS(M model, ResidualCalculator<I,D,M> residualEstimator, boolean impEst) Construct with the given model and residual calculator.
LMedS(M model, ResidualCalculator<I,D,M> residualEstimator, boolean impEst, CollectionSampler<IndependentPair<I,D>> sampler) Construct with the given model and residual calculator.
LMedS(M model, ResidualCalculator<I,D,M> residualEstimator, double outlierProportion, boolean impEst) Construct with the given model, residual calculator and estimated proportion of outliers.
LMedS(M model, ResidualCalculator<I,D,M> residualEstimator, double outlierProportion, boolean impEst, CollectionSampler<IndependentPair<I,D>> sampler) Construct with the given model, residual calculator and estimated proportion of outliers.
LMedS(M model, ResidualCalculator<I,D,M> residualEstimator, double outlierProportion, double inlierNoiseLevel, double degreesOfFreedom, boolean impEst) Construct with the given model, residual calculator and estimated proportion of outliers.
LMedS(M model, ResidualCalculator<I,D,M> residualEstimator, double outlierProportion, double inlierNoiseLevel, double degreesOfFreedom, boolean impEst, CollectionSampler<IndependentPair<I,D>> sampler) Construct with the given model, residual calculator and estimated proportion of outliers.
RANSAC(M model, ResidualCalculator<I,D,M> errorModel, DistanceCheck dc, int nIterations, RANSAC.StoppingCondition stoppingCondition, boolean impEst) Create a RANSAC object with uniform random sampling for creating the subsets
RANSAC(M model, ResidualCalculator<I,D,M> errorModel, DistanceCheck dc, int nIterations, RANSAC.StoppingCondition stoppingCondition, boolean impEst, CollectionSampler<IndependentPair<I,D>> sampler) Create a RANSAC object
RANSAC(M model, ResidualCalculator<I,D,M> errorModel, double errorThreshold, int nIterations, RANSAC.StoppingCondition stoppingCondition, boolean impEst) Create a RANSAC object with uniform random sampling for creating the subsets
RANSAC(M model, ResidualCalculator<I,D,M> errorModel, double errorThreshold, int nIterations, RANSAC.StoppingCondition stoppingCondition, boolean impEst, CollectionSampler<IndependentPair<I,D>> sampler) Create a RANSAC object
SimpleModelFitting(M m, ResidualCalculator<I,D,M> errorModel, DistanceCheck dc) Creates a SimpleModelFitting object to fit data to a model
SimpleModelFitting(M m, ResidualCalculator<I,D,M> errorModel, double errorThreshold) Creates a SimpleModelFitting object to fit data to a model

Uses of ResidualCalculator in org.openimaj.math.model.fit.residuals

Classes in org.openimaj.math.model.fit.residuals that implement ResidualCalculator

Modifier and Type	Class and Description
class	AbstractResidualCalculator<I,D,M extends Model<I,D>>
class	DistanceComparatorResidual<I,D,M extends Model<I,D>> An implementation of a ResidualCalculator that uses a DistanceComparator to compute the error between the predicted and observed data point.