Uses of Class
org.openimaj.util.pair.IndependentPair

Packages that use IndependentPair

Package	Description
org.kohsuke.args4j.spi
org.openimaj.audio.util
org.openimaj.experiment.evaluation.retrieval.analysers
org.openimaj.feature.local.matcher
org.openimaj.hadoop.tools.downloader
org.openimaj.hadoop.tools.twitter.token.mode.pointwisemi.count
org.openimaj.hadoop.tools.twitter.token.mode.pointwisemi.sort
org.openimaj.hadoop.tools.twitter.token.outputmode.correlation
org.openimaj.hadoop.tools.twitter.token.outputmode.sparsecsv
org.openimaj.image.camera.calibration
org.openimaj.image.contour
org.openimaj.image.model
org.openimaj.image.model.asm
org.openimaj.image.model.asm.datasets
org.openimaj.image.model.patch
org.openimaj.image.model.pixel
org.openimaj.image.processing.face.feature	The feature package contains implementations of features that can describe a face.
org.openimaj.image.processing.face.recognition
org.openimaj.image.text.extraction
org.openimaj.io
org.openimaj.io.wrappers
org.openimaj.math.geometry.shape
org.openimaj.math.geometry.transforms
org.openimaj.math.geometry.transforms.estimation
org.openimaj.math.geometry.transforms.estimation.sampling
org.openimaj.math.geometry.transforms.residuals
org.openimaj.math.matrix
org.openimaj.math.matrix.algorithm
org.openimaj.math.matrix.similarity.processor
org.openimaj.math.model
org.openimaj.math.model.fit
org.openimaj.math.model.fit.residuals
org.openimaj.math.statistics.distribution
org.openimaj.ml.clustering.assignment
org.openimaj.ml.clustering.assignment.soft
org.openimaj.ml.clustering.spectral
org.openimaj.ml.linear.data
org.openimaj.ml.linear.kernel
org.openimaj.ml.linear.learner
org.openimaj.ml.linear.learner.perceptron
org.openimaj.ml.regression
org.openimaj.ml.timeseries.aggregator
org.openimaj.ml.timeseries.collection
org.openimaj.ml.timeseries.series
org.openimaj.picslurper
org.openimaj.tools.imagecollection.collection.webpage
org.openimaj.tools.similaritymatrix.modes
org.openimaj.util.pair
org.openimaj.util.stream.combine
org.openimaj.util.stream.window
org.openimaj.video.processing.timefinder
org.openimaj.vis.audio

Uses of IndependentPair in org.kohsuke.args4j.spi

Methods in org.kohsuke.args4j.spi that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<IndependentPair<String,Class<?>>>	FieldGetter.getStringValues()
List<IndependentPair<String,Class<?>>>	MapGetter.getStringValues()
List<IndependentPair<String,Class<?>>>	Getter.getStringValues() A Getter object has an implicit knowledge about the property it's setting, and the instance of the option bean.
List<IndependentPair<String,Class<?>>>	MultiValueFieldGetter.getStringValues()

Uses of IndependentPair in org.openimaj.audio.util

Methods in org.openimaj.audio.util that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
static List<IndependentPair<Integer,Double>>	MusicUtils.parseABCNotes(String abc) Parses the music notation from ABC files (without the header).

Uses of IndependentPair in org.openimaj.experiment.evaluation.retrieval.analysers

Methods in org.openimaj.experiment.evaluation.retrieval.analysers that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<IndependentPair<Double,Double>>	IREvalResult.getInterpolatedPRData()
List<IndependentPair<String,Number>>	IREvalResult.getSummaryData()

Uses of IndependentPair in org.openimaj.feature.local.matcher

Method parameters in org.openimaj.feature.local.matcher with type arguments of type IndependentPair

Modifier and Type	Method and Description
static <T,I extends Image<T,I>> I	MatchingUtilities.drawMatches(I image, List<IndependentPair<Point2d,Point2d>> matches, T col) Draw matches between two images in the given colour.

Uses of IndependentPair in org.openimaj.hadoop.tools.downloader

Methods in org.openimaj.hadoop.tools.downloader that return IndependentPair

Modifier and Type	Method and Description
abstract IndependentPair<String,List<URL>>	InputMode.Parser.parse(String data) Parse a record into a key and list of potential URLs.

Uses of IndependentPair in org.openimaj.hadoop.tools.twitter.token.mode.pointwisemi.count

Subclasses of IndependentPair in org.openimaj.hadoop.tools.twitter.token.mode.pointwisemi.count

Modifier and Type	Class and Description
class	TokenPairCount A pair of strings with 2 distinct counts: number of times the pair appears together in a document
class	TokenPairUnaryCount A Pair count with a unary count for each item of the pair.

Methods in org.openimaj.hadoop.tools.twitter.token.mode.pointwisemi.count that return IndependentPair

Modifier and Type	Method and Description
static IndependentPair<Long,TokenPairCount>	TokenPairCount.parseTimeTokenID(String string) Given a string, extract the time and TokenPairCount assuming the format: time + TokenPairCount#TIMESPLIT + TokenPairCount.identifier()

Uses of IndependentPair in org.openimaj.hadoop.tools.twitter.token.mode.pointwisemi.sort

Methods in org.openimaj.hadoop.tools.twitter.token.mode.pointwisemi.sort that return IndependentPair

Modifier and Type	Method and Description
static IndependentPair<Long,Double>	PMIPairSort.parseTimeBinary(byte[] bytes) read time and pmi from a byte array.
static IndependentPair<Long,Double>	PMIPairSort.parseTimeBinary(byte[] bytes, int start, int len) use a ByteArrayInputStream and a DataInputStream to read a byte[]

Uses of IndependentPair in org.openimaj.hadoop.tools.twitter.token.outputmode.correlation

Constructors in org.openimaj.hadoop.tools.twitter.token.outputmode.correlation with parameters of type IndependentPair

Constructor and Description
CorrelateWordTimeSeries(String financelocation, IndependentPair<Long,Long> startend)

Uses of IndependentPair in org.openimaj.hadoop.tools.twitter.token.outputmode.sparsecsv

Fields in org.openimaj.hadoop.tools.twitter.token.outputmode.sparsecsv with type parameters of type IndependentPair

Modifier and Type	Field and Description
LinkedHashMap<Long,IndependentPair<Long,Long>>	WordTimeValue.timeIndex
LinkedHashMap<String,IndependentPair<Long,Long>>	WordTimeValue.wordIndex

Methods in org.openimaj.hadoop.tools.twitter.token.outputmode.sparsecsv that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
static LinkedHashMap<Long,IndependentPair<Long,Long>>	TimeIndex.readTimeCountLines(String path) from a report output path get the words
static LinkedHashMap<String,IndependentPair<Long,Long>>	WordIndex.readWordCountLines(String path)
static LinkedHashMap<String,IndependentPair<Long,Long>>	WordIndex.readWordCountLines(String path, String ext) from a report output path get the words

Method parameters in org.openimaj.hadoop.tools.twitter.token.outputmode.sparsecsv with type arguments of type IndependentPair

Modifier and Type	Method and Description
static LinkedHashMap<String,WordDFIDFTimeSeries>	Values.readWordDFIDF(String path, LinkedHashMap<Long,IndependentPair<Long,Long>> timeIndex, LinkedHashMap<String,IndependentPair<Long,Long>> wordIndex) Construct a time series per word
static LinkedHashMap<String,WordDFIDFTimeSeries>	Values.readWordDFIDF(String path, LinkedHashMap<Long,IndependentPair<Long,Long>> timeIndex, LinkedHashMap<String,IndependentPair<Long,Long>> wordIndex) Construct a time series per word

Uses of IndependentPair in org.openimaj.image.camera.calibration

Fields in org.openimaj.image.camera.calibration with type parameters of type IndependentPair

Modifier and Type	Field and Description
protected List<List<? extends IndependentPair<? extends Point2d,? extends Point2d>>>	CameraCalibrationZhang.points

Constructor parameters in org.openimaj.image.camera.calibration with type arguments of type IndependentPair

Constructor and Description
CameraCalibration(List<List<? extends IndependentPair<? extends Point2d,? extends Point2d>>> points, int width, int height)
CameraCalibrationZhang(List<List<? extends IndependentPair<? extends Point2d,? extends Point2d>>> points, int width, int height) Calibrate a camera using Zhang's method based on the given model-image point pairs across a number of images.

Uses of IndependentPair in org.openimaj.image.contour

Method parameters in org.openimaj.image.contour with type arguments of type IndependentPair

Modifier and Type	Method and Description
void	SuzukiNeighborStrategy.directedContour(FImage image, Pixel ij, Pixel i2j2, Operation<IndependentPair<Pixel,boolean[]>> operation) Directed contour following.
void	MooreNeighborStrategy.directedContour(FImage image, Pixel start, Pixel from, Operation<IndependentPair<Pixel,org.openimaj.image.contour.Direction>> operation) Directed contour following.

Uses of IndependentPair in org.openimaj.image.model

Method parameters in org.openimaj.image.model with type arguments of type IndependentPair

Modifier and Type	Method and Description
void	FisherImages.train(List<? extends IndependentPair<?,FImage>> data)

Uses of IndependentPair in org.openimaj.image.model.asm

Method parameters in org.openimaj.image.model.asm with type arguments of type IndependentPair

Modifier and Type	Method and Description
static <I extends Image<?,I> & SinglebandImageProcessor.Processable<Float,FImage,I>> MultiResolutionActiveShapeModel<I>	MultiResolutionActiveShapeModel.trainModel(int numLevels, PrincipalComponentAnalysis.ComponentSelector selector, List<IndependentPair<PointList,I>> data, PointDistributionModel.Constraint constraint, LandmarkModelFactory<I> factory) Train a new MultiResolutionActiveShapeModel from the given data.
static <I extends Image<?,I>> ActiveShapeModel<I>	ActiveShapeModel.trainModel(PrincipalComponentAnalysis.ComponentSelector selector, List<IndependentPair<PointList,I>> data, PointDistributionModel.Constraint constraint, LandmarkModelFactory<I> factory) Train a new ActiveShapeModel using the given data and parameters.

Uses of IndependentPair in org.openimaj.image.model.asm.datasets

Method parameters in org.openimaj.image.model.asm.datasets with type arguments of type IndependentPair

Modifier and Type	Method and Description
static <IMAGE extends Image<?,IMAGE>> ShapeModelDataset<IMAGE>	ShapeModelDatasets.create(List<IndependentPair<PointList,IMAGE>> data, PointListConnections connections) Create a dataset with the given data.

Uses of IndependentPair in org.openimaj.image.model.patch

Method parameters in org.openimaj.image.model.patch with type arguments of type IndependentPair

Modifier and Type	Method and Description
boolean	PatchClassificationModel.estimate(List<? extends IndependentPair<T,FImage>> data)

Uses of IndependentPair in org.openimaj.image.model.pixel

Method parameters in org.openimaj.image.model.pixel with type arguments of type IndependentPair

Modifier and Type	Method and Description
boolean	PixelClassificationModel.estimate(List<? extends IndependentPair<T,FImage>> data)

Uses of IndependentPair in org.openimaj.image.processing.face.feature

Method parameters in org.openimaj.image.processing.face.feature with type arguments of type IndependentPair

Modifier and Type	Method and Description
void	FisherFaceFeature.Extractor.train(List<? extends IndependentPair<?,T>> data)

Uses of IndependentPair in org.openimaj.image.processing.face.recognition

Methods in org.openimaj.image.processing.face.recognition that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<IndependentPair<FACE,List<ScoredAnnotation<PERSON>>>>	FaceRecognitionEngine.recognise(FImage image) Detect and recognise the faces in the given image, returning a list of potential people for each face.
List<IndependentPair<FACE,List<ScoredAnnotation<PERSON>>>>	FaceRecognitionEngine.recognise(FImage image, Set<PERSON> restrict) Detect and recognise the faces in the given image, returning a list of potential people for each face.
List<IndependentPair<FACE,ScoredAnnotation<PERSON>>>	FaceRecognitionEngine.recogniseBest(FImage image) Detect and recognise the faces in the given image, returning the most likely person for each face.
List<IndependentPair<FACE,ScoredAnnotation<PERSON>>>	FaceRecognitionEngine.recogniseBest(FImage image, Set<PERSON> restrict) Detect and recognise the faces in the given image, returning the most likely person for each face.

Uses of IndependentPair in org.openimaj.image.text.extraction

Methods in org.openimaj.image.text.extraction that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<IndependentPair<Point2d,Point2d>>	LiuSamarabanduTextExtractorBasic.calculateHomography(Polygon p) Calculates the point pairing for a given distorted polygon into orthogonal space.
Map<Rectangle,IndependentPair<T,String>>	TextExtractor.getText() Get text that can be extracted from an image.

Uses of IndependentPair in org.openimaj.io

Methods in org.openimaj.io that return IndependentPair

Modifier and Type	Method and Description
static IndependentPair<org.apache.http.HttpEntity,ByteArrayInputStream>	HttpUtils.readURLAsByteArrayInputStream(URL u, boolean followRedirects) Read the contents of the given URL as a ByteArrayInputStream (i.e.
static IndependentPair<org.apache.http.HttpEntity,ByteArrayInputStream>	HttpUtils.readURLAsByteArrayInputStream(URL url, int connectionTimeout, int readTimeout, org.apache.http.client.RedirectStrategy redirectStrategy, String userAgent) Read the contents of the given URL as a ByteArrayInputStream (i.e.
static IndependentPair<org.apache.http.HttpEntity,ByteArrayInputStream>	HttpUtils.readURLAsByteArrayInputStream(URL u, org.apache.http.client.RedirectStrategy strategy) Read the contents of the given URL as a ByteArrayInputStream (i.e.

Uses of IndependentPair in org.openimaj.io.wrappers

Subclasses of IndependentPair in org.openimaj.io.wrappers

Modifier and Type	Class and Description
class	ReadWritableIndependentPair<A,B> Base class for writing any independent pair.

Constructors in org.openimaj.io.wrappers with parameters of type IndependentPair

Constructor and Description
ReadWritableIndependentPair(IndependentPair<A,B> pair) initialise with an existing pair

Uses of IndependentPair in org.openimaj.math.geometry.shape

Methods in org.openimaj.math.geometry.shape that return IndependentPair

Modifier and Type	Method and Description
IndependentPair<Jama.Matrix,double[]>	PointDistributionModel.fitModel(PointList observed) Determine the best parameters of the PDM for the given model.
IndependentPair<Jama.Matrix,Double>	Ellipse.secondMomentsAndScale()

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

Methods in org.openimaj.math.geometry.transforms that return IndependentPair

Modifier and Type	Method and Description
static IndependentPair<Point2d,Point2d>	TransformUtilities.normalise(IndependentPair<Point2d,Point2d> data, Pair<Jama.Matrix> normalisations) Normalise the data, returning a normalised copy.

Methods in org.openimaj.math.geometry.transforms that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
static List<? extends IndependentPair<Point2d,Point2d>>	TransformUtilities.normalise(List<? extends IndependentPair<Point2d,Point2d>> data, Pair<Jama.Matrix> normalisations) Normalise the data, returning a normalised copy.

Methods in org.openimaj.math.geometry.transforms with parameters of type IndependentPair

Modifier and Type	Method and Description
double	FundamentalModel.Fundamental8PtResidual.computeResidual(IndependentPair<Point2d,Point2d> data)
double	FundamentalModel.EpipolarResidual.computeResidual(IndependentPair<Point2d,Point2d> data)
double	FundamentalModel.SampsonGeometricResidual.computeResidual(IndependentPair<Point2d,Point2d> data)
static IndependentPair<Point2d,Point2d>	TransformUtilities.normalise(IndependentPair<Point2d,Point2d> data, Pair<Jama.Matrix> normalisations) Normalise the data, returning a normalised copy.

Method parameters in org.openimaj.math.geometry.transforms with type arguments of type IndependentPair

Modifier and Type	Method and Description
static Jama.Matrix	TransformUtilities.affineMatrix(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data) Construct an affine transform using a least-squares fit of the provided point pairs.
static Jama.Matrix	TransformUtilities.affineMatrixND(List<? extends IndependentPair<? extends Coordinate,? extends Coordinate>> data) Find the affine transform between pairs of matching points in n-dimensional space.
abstract double	HomographyRefinement.computeError(Jama.Matrix h, List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data) Compute the error value being optimised between the two point sets.
boolean	AffineTransformModel.estimate(List<? extends IndependentPair<Point2d,Point2d>> data)
boolean	FundamentalModel.estimate(List<? extends IndependentPair<Point2d,Point2d>> data)
boolean	HomographyModel.estimate(List<? extends IndependentPair<Point2d,Point2d>> data) DLT estimation of least-squares solution of 3D homogeneous homography
boolean	RigidTransformModel3d.estimate(List<? extends IndependentPair<Point3d,Point3d>> data)
boolean	AffineTransformModel3d.estimate(List<? extends IndependentPair<Point3d,Point3d>> data)
boolean	NullModel.estimate(List<? extends IndependentPair<T,T>> data)
static Jama.Matrix	TransformUtilities.fundamentalMatrix8Pt(List<? extends IndependentPair<Point2d,Point2d>> data) The un-normalised 8-point algorithm for estimation of the Fundamental matrix.
static Jama.Matrix	TransformUtilities.fundamentalMatrix8PtNorm(List<? extends IndependentPair<Point2d,Point2d>> data) The normalised 8-point algorithm for estimating the Fundamental matrix
protected abstract org.apache.commons.math3.fitting.leastsquares.MultivariateJacobianFunction	FundamentalRefinement.getFunctions(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data, FundamentalRefinement.Parameterisation p)
protected abstract org.apache.commons.math3.analysis.MultivariateMatrixFunction	HomographyRefinement.getJacobianFunction(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)
static Pair<Jama.Matrix>	TransformUtilities.getNormalisations(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data) Generates the data for normalisation of the points such that each matched point is centered about the origin and also scaled be be within Math.sqrt(2) of the origin.
protected abstract org.apache.commons.math3.analysis.MultivariateVectorFunction	HomographyRefinement.getValueFunction(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)
static Jama.Matrix	TransformUtilities.homographyMatrix(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data) Compute the least-squares estimate (the normalised Direct Linear Transform approach) of the homography between a set of matching data points.
static Jama.Matrix	TransformUtilities.homographyMatrixNorm(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data) Compute the least-squares estimate (the normalised Direct Linear Transform approach) of the homography between a set of matching data points.
static List<? extends IndependentPair<Point2d,Point2d>>	TransformUtilities.normalise(List<? extends IndependentPair<Point2d,Point2d>> data, Pair<Jama.Matrix> normalisations) Normalise the data, returning a normalised copy.
abstract Jama.Matrix	HomographyRefinement.refine(Jama.Matrix initial, List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data) Refine an initial guess at the homography that takes the first points in data to the second using non-linear Levenberg Marquardt optimisation.
Jama.Matrix	FundamentalRefinement.refine(Jama.Matrix initial, List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data) Refine an initial guess at the homography that takes the first points in data to the second using non-linear Levenberg Marquardt optimisation.
static Jama.Matrix	TransformUtilities.rigidMatrix(List<? extends IndependentPair<? extends Coordinate,? extends Coordinate>> data) Compute the least-squares rigid alignment between two sets of matching points in N-dimensional space.

Constructor parameters in org.openimaj.math.geometry.transforms with type arguments of type IndependentPair

Constructor and Description
Base(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)
F12Epipolar(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)
F12Sampson(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)
F13Epipolar(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)
F13Sampson(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)
F23Epipolar(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)
F23Sampson(List<? extends IndependentPair<? extends Point2d,? extends Point2d>> data)

Uses of IndependentPair in org.openimaj.math.geometry.transforms.estimation

Methods in org.openimaj.math.geometry.transforms.estimation that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<? extends IndependentPair<Point2d,Point2d>>	RobustAffineTransformEstimator.getInliers()
List<? extends IndependentPair<Point2d,Point2d>>	RobustHomographyEstimator.getInliers()
List<? extends IndependentPair<Point2d,Point2d>>	RobustFundamentalEstimator.getInliers()
List<? extends IndependentPair<Point2d,Point2d>>	RobustAffineTransformEstimator.getOutliers()
List<? extends IndependentPair<Point2d,Point2d>>	RobustHomographyEstimator.getOutliers()
List<? extends IndependentPair<Point2d,Point2d>>	RobustFundamentalEstimator.getOutliers()

Method parameters in org.openimaj.math.geometry.transforms.estimation with type arguments of type IndependentPair

Modifier and Type	Method and Description
boolean	RobustAffineTransformEstimator.fitData(List<? extends IndependentPair<Point2d,Point2d>> data)
boolean	RobustHomographyEstimator.fitData(List<? extends IndependentPair<Point2d,Point2d>> data)
boolean	RobustFundamentalEstimator.fitData(List<? extends IndependentPair<Point2d,Point2d>> data)

Uses of IndependentPair in org.openimaj.math.geometry.transforms.estimation.sampling

Methods in org.openimaj.math.geometry.transforms.estimation.sampling that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<IndependentPair<Point2d,Point2d>>	BucketingSampler2d.sample(int nItems)

Method parameters in org.openimaj.math.geometry.transforms.estimation.sampling with type arguments of type IndependentPair

Modifier and Type	Method and Description
void	BucketingSampler2d.setCollection(Collection<? extends IndependentPair<Point2d,Point2d>> collection)

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

Methods in org.openimaj.math.geometry.transforms.residuals with parameters of type IndependentPair

Modifier and Type	Method and Description
double	SingleImageTransferResidual2d.computeResidual(IndependentPair<Point2d,Point2d> data)
double	TransformedSITR2d.computeResidual(IndependentPair<Point2d,Point2d> data)
double	SymmetricTransferResidual2d.computeResidual(IndependentPair<Point2d,Point2d> data)
double	AlgebraicResidual2d.computeResidual(IndependentPair<Point2d,Point2d> data)

Method parameters in org.openimaj.math.geometry.transforms.residuals with type arguments of type IndependentPair

Modifier and Type	Method and Description
void	SingleImageTransferResidual2d.computeResiduals(List<? extends IndependentPair<Point2d,Point2d>> data, double[] errors)
void	TransformedSITR2d.computeResiduals(List<? extends IndependentPair<Point2d,Point2d>> data, double[] errors)
void	SymmetricTransferResidual2d.computeResiduals(List<? extends IndependentPair<Point2d,Point2d>> data, double[] residuals)
void	AlgebraicResidual2d.computeResiduals(List<? extends IndependentPair<Point2d,Point2d>> data, double[] residuals)

Uses of IndependentPair in org.openimaj.math.matrix

Methods in org.openimaj.math.matrix that return IndependentPair

Modifier and Type	Method and Description
static IndependentPair<no.uib.cipr.matrix.DenseMatrix,no.uib.cipr.matrix.DenseVector>	GeneralisedEigenvalueProblem.symmetricGeneralisedEigenvectors(no.uib.cipr.matrix.DenseMatrix A, no.uib.cipr.matrix.DenseMatrix B) Solve the general problem A x = L B x.
static IndependentPair<Jama.Matrix,double[]>	GeneralisedEigenvalueProblem.symmetricGeneralisedEigenvectors(Jama.Matrix A, Jama.Matrix B) Solve the general problem A x = L B x.
static IndependentPair<Jama.Matrix,double[]>	GeneralisedEigenvalueProblem.symmetricGeneralisedEigenvectorsSorted(Jama.Matrix A, Jama.Matrix B) Solve the general problem A x = L B x.
static IndependentPair<Jama.Matrix,double[]>	GeneralisedEigenvalueProblem.symmetricGeneralisedEigenvectorsSorted(Jama.Matrix A, Jama.Matrix B, int numVecs) Solve the general problem A x = L B x.

Uses of IndependentPair in org.openimaj.math.matrix.algorithm

Method parameters in org.openimaj.math.matrix.algorithm with type arguments of type IndependentPair

Modifier and Type	Method and Description
void	LinearDiscriminantAnalysis.learnBasisIP(List<? extends IndependentPair<?,double[]>> data) Learn the LDA basis.

Uses of IndependentPair in org.openimaj.math.matrix.similarity.processor

Fields in org.openimaj.math.matrix.similarity.processor with type parameters of type IndependentPair

Modifier and Type	Field and Description
protected List<IndependentPair<String,Point2d>>	MultidimensionalScaling.points

Methods in org.openimaj.math.matrix.similarity.processor that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<IndependentPair<String,Point2d>>	MultidimensionalScaling.getPoints() Get a list of the 2-D coordinates learned by the MDS algorithm for each element in the input similarity matrix.

Uses of IndependentPair in org.openimaj.math.model

Method parameters in org.openimaj.math.model with type arguments of type IndependentPair

Modifier and Type	Method and Description
boolean	GaussianVectorNaiveBayesModel.estimate(List<? extends IndependentPair<double[],T>> data)
boolean	UnivariateGaussianNaiveBayesModel.estimate(List<? extends IndependentPair<Double,T>> data)
boolean	EstimatableModel.estimate(List<? extends IndependentPair<I,D>> data) Estimates the model from the observations in the list of data.
boolean	LeastSquaresLinearModel.estimate(List<? extends IndependentPair<Integer,Integer>> data) Using standard vertical linear regression as outlined here: http://mathworld.wolfram.com/LeastSquaresFitting.html calculate the m and c of a line of best fit given the data.

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

Fields in org.openimaj.math.model.fit with type parameters of type IndependentPair

Modifier and Type	Field and Description
protected List<IndependentPair<I,D>>	RANSAC.bestModelInliers
protected List<IndependentPair<I,D>>	RANSAC.bestModelOutliers
protected List<IndependentPair<I,D>>	RANSAC.inliers
protected List<IndependentPair<I,D>>	LMedS.inliers
protected List<? extends IndependentPair<I,D>>	RANSAC.modelConstructionData
protected List<IndependentPair<I,D>>	RANSAC.outliers
protected List<IndependentPair<I,D>>	LMedS.outliers
protected CollectionSampler<IndependentPair<I,D>>	RANSAC.sampler
protected CollectionSampler<IndependentPair<I,D>>	LMedS.sampler

Methods in org.openimaj.math.model.fit that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<? extends IndependentPair<I,D>>	RobustModelFitting.getInliers()
List<? extends IndependentPair<I,D>>	RANSAC.getInliers()
List<? extends IndependentPair<I,D>>	LMedS.getInliers()
List<? extends IndependentPair<I,D>>	SimpleModelFitting.getInliers()
List<? extends IndependentPair<I,D>>	RANSAC.getModelConstructionData()
List<? extends IndependentPair<I,D>>	RobustModelFitting.getOutliers()
List<? extends IndependentPair<I,D>>	RANSAC.getOutliers()
List<? extends IndependentPair<I,D>>	LMedS.getOutliers()
List<? extends IndependentPair<I,D>>	SimpleModelFitting.getOutliers()

Method parameters in org.openimaj.math.model.fit with type arguments of type IndependentPair

Modifier and Type	Method and Description
boolean	RANSAC.fitData(List<? extends IndependentPair<I,D>> data)
boolean	LMedS.fitData(List<? extends IndependentPair<I,D>> data)
boolean	SimpleModelFitting.fitData(List<? extends IndependentPair<I,D>> data)
boolean	ModelFitting.fitData(List<? extends IndependentPair<I,D>> data) Attempt to fit the given data to the model.
void	RANSAC.setModelConstructionData(List<? extends IndependentPair<I,D>> modelConstructionData) Set the data used to construct the model

Constructor parameters in org.openimaj.math.model.fit with type arguments of type IndependentPair

Constructor and Description
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, 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, 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, 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, CollectionSampler<IndependentPair<I,D>> sampler) Create a RANSAC object

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

Methods in org.openimaj.math.model.fit.residuals with parameters of type IndependentPair

Modifier and Type	Method and Description
double	ResidualCalculator.computeResidual(IndependentPair<I,D> data) Compute the residual for a single point
double	DistanceComparatorResidual.computeResidual(IndependentPair<I,D> data)

Method parameters in org.openimaj.math.model.fit.residuals with type arguments of type IndependentPair

Modifier and Type	Method and Description
void	ResidualCalculator.computeResiduals(List<? extends IndependentPair<I,D>> data, double[] residuals) Compute the residual for a set of data points
void	AbstractResidualCalculator.computeResiduals(List<? extends IndependentPair<I,D>> data, double[] errors)

Uses of IndependentPair in org.openimaj.math.statistics.distribution

Methods in org.openimaj.math.statistics.distribution that return IndependentPair

Modifier and Type	Method and Description
IndependentPair<double[],double[][]>	MixtureOfGaussians.scoreSamples(double[][] samples) Compute the posterior distribution of the samples, and the overall log probability of each sample as belonging to the model.

Uses of IndependentPair in org.openimaj.ml.clustering.assignment

Methods in org.openimaj.ml.clustering.assignment that return IndependentPair

Modifier and Type	Method and Description
IndependentPair<int[],DISTANCES>	SoftAssigner.assignWeighted(DATATYPE data) Assign a single point to some clusters.

Uses of IndependentPair in org.openimaj.ml.clustering.assignment.soft

Methods in org.openimaj.ml.clustering.assignment.soft that return IndependentPair

Modifier and Type	Method and Description
IndependentPair<int[],float[]>	HierarchicalBytePathAssigner.assignWeighted(byte[] data)
IndependentPair<int[],float[]>	ByteKNNAssigner.assignWeighted(byte[] data)
IndependentPair<int[],double[]>	DoubleKNNAssigner.assignWeighted(double[] data)
IndependentPair<int[],double[]>	HierarchicalDoublePathAssigner.assignWeighted(double[] data)
IndependentPair<int[],float[]>	FloatKNNAssigner.assignWeighted(float[] data)
IndependentPair<int[],float[]>	HierarchicalFloatPathAssigner.assignWeighted(float[] data)
IndependentPair<int[],float[]>	HierarchicalIntPathAssigner.assignWeighted(int[] data)
IndependentPair<int[],float[]>	IntKNNAssigner.assignWeighted(int[] data)
IndependentPair<int[],double[]>	HierarchicalLongPathAssigner.assignWeighted(long[] data)
IndependentPair<int[],double[]>	LongKNNAssigner.assignWeighted(long[] data)
IndependentPair<int[],float[]>	ShortKNNAssigner.assignWeighted(short[] data)
IndependentPair<int[],float[]>	HierarchicalShortPathAssigner.assignWeighted(short[] data)

Uses of IndependentPair in org.openimaj.ml.clustering.spectral

Methods in org.openimaj.ml.clustering.spectral that return IndependentPair

Modifier and Type	Method and Description
protected IndependentPair<double[],double[][]>	PreparedSpectralClustering.bestCols(Eigenvalues eig)
IndependentPair<double[],double[][]>	SpectralIndexedClusters.getValVect()

Methods in org.openimaj.ml.clustering.spectral with parameters of type IndependentPair

Modifier and Type	Method and Description
SpatialClusterer<? extends SpatialClusters<DATATYPE>,DATATYPE>	SpectralClusteringConf.DefaultClustererFunction.apply(IndependentPair<double[],double[][]> in)
protected SpectralIndexedClusters	PreparedSpectralClustering.eigenspaceCluster(IndependentPair<double[],double[][]> lowestCols)

Method parameters in org.openimaj.ml.clustering.spectral with type arguments of type IndependentPair

Modifier and Type	Method and Description
boolean	StoppingCondition.stop(List<IndependentPair<double[],double[][]>> answers) Called once at the beggining of each full iteration
boolean	StoppingCondition.HardCoded.stop(List<IndependentPair<double[],double[][]>> answers)

Constructors in org.openimaj.ml.clustering.spectral with parameters of type IndependentPair

Constructor and Description
SpectralIndexedClusters(IndexClusters c, IndependentPair<double[],double[][]> valvects)

Uses of IndependentPair in org.openimaj.ml.linear.data

Methods in org.openimaj.ml.linear.data that return IndependentPair

Modifier and Type	Method and Description
IndependentPair<Map<String,Map<String,Double>>,Map<String,Double>>	BiconvexIncrementalDataGenerator.generate()
IndependentPair<X,Y>	FixedDataGenerator.generate()
IndependentPair<double[],PerceptronClass>	LinearPerceptronDataGenerator.generate()
IndependentPair<I,D>	DataGenerator.generate()

Constructor parameters in org.openimaj.ml.linear.data with type arguments of type IndependentPair

Constructor and Description
FixedDataGenerator(List<IndependentPair<X,Y>> d)

Uses of IndependentPair in org.openimaj.ml.linear.kernel

Methods in org.openimaj.ml.linear.kernel with parameters of type IndependentPair

Modifier and Type	Method and Description
Double	LinearVectorKernel.apply(IndependentPair<double[],double[]> in)

Uses of IndependentPair in org.openimaj.ml.linear.learner

Methods in org.openimaj.ml.linear.learner with parameters of type IndependentPair

Modifier and Type	Method and Description
Pair<gov.sandia.cognition.math.matrix.Matrix>	IncrementalBilinearSparseOnlineLearner.asMatrixPair(IndependentPair<Map<String,Map<String,Double>>,Map<String,Double>> in)
Pair<gov.sandia.cognition.math.matrix.Matrix>	IncrementalBilinearSparseOnlineLearner.asMatrixPair(IndependentPair<Map<String,Map<String,Double>>,Map<String,Double>> xy, int nfeatures, int nusers, int ntasks) Given a sparse pair of user/words and value construct a pair of matricies using the current mappings of words and users to matrix rows.

Uses of IndependentPair in org.openimaj.ml.linear.learner.perceptron

Method parameters in org.openimaj.ml.linear.learner.perceptron with type arguments of type IndependentPair

Modifier and Type	Method and Description
protected double	SimplePerceptron.calculateError(List<? extends IndependentPair<double[],Integer>> pts)
boolean	SimplePerceptron.estimate(List<? extends IndependentPair<double[],Integer>> data)

Uses of IndependentPair in org.openimaj.ml.regression

Method parameters in org.openimaj.ml.regression with type arguments of type IndependentPair

Modifier and Type	Method and Description
boolean	LinearRegression.estimate(List<? extends IndependentPair<double[],double[]>> data)

Uses of IndependentPair in org.openimaj.ml.timeseries.aggregator

Constructors in org.openimaj.ml.timeseries.aggregator with parameters of type IndependentPair

Constructor and Description
WindowedLinearRegressionAggregator(String ydataName, boolean autoregressive, IndependentPair<Integer,Integer>... windowOffsets) Perform regression s.t.

Uses of IndependentPair in org.openimaj.ml.timeseries.collection

Methods in org.openimaj.ml.timeseries.collection that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
Iterator<IndependentPair<Long,Map<String,SINGLEINPUT>>>	TimeSeriesCollection.iterator()

Uses of IndependentPair in org.openimaj.ml.timeseries.series

Methods in org.openimaj.ml.timeseries.series that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
Iterator<IndependentPair<Long,DATA>>	ConcreteTimeSeries.iterator()
Iterator<IndependentPair<Long,Double>>	DoubleTimeSeries.iterator()
Iterator<IndependentPair<Long,Map<String,Double>>>	DoubleSynchronisedTimeSeriesCollection.iterator()

Constructors in org.openimaj.ml.timeseries.series with parameters of type IndependentPair

Constructor and Description
DoubleSynchronisedTimeSeriesCollection(IndependentPair<String,DoubleTimeSeries>... series) create a synchronised series from a bunch of pairs

Uses of IndependentPair in org.openimaj.picslurper

Methods in org.openimaj.picslurper that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
List<IndependentPair<URL,MBFImage>>	StatusConsumer.urlToImage(URL url) First, try all the SiteSpecificConsumer instances loaded into StatusConsumer.siteSpecific.

Uses of IndependentPair in org.openimaj.tools.imagecollection.collection.webpage

Methods in org.openimaj.tools.imagecollection.collection.webpage that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
static Collection<? extends IndependentPair<URL,Map<String,String>>>	WebpageUtils.allURLs(org.jsoup.nodes.Document doc, String entity, String attribute)
Set<IndependentPair<URL,Map<String,String>>>	FlickrWebpageImageCollection.prepareURLs(URL url)
abstract Set<IndependentPair<URL,Map<String,String>>>	AbstractWebpageImageCollection.prepareURLs(URL url)
Set<IndependentPair<URL,Map<String,String>>>	AbstractWebpageImageCollection.Generic.prepareURLs(URL url)

Constructor parameters in org.openimaj.tools.imagecollection.collection.webpage with type arguments of type IndependentPair

Constructor and Description
URLImageIterator(Set<IndependentPair<URL,Map<String,String>>> imageList2, ImageCollectionEntrySelection<MBFImage> selection)

Uses of IndependentPair in org.openimaj.tools.similaritymatrix.modes

Method parameters in org.openimaj.tools.similaritymatrix.modes with type arguments of type IndependentPair

Modifier and Type	Method and Description
protected FImage	MDS.render(List<IndependentPair<String,Point2d>> pts, int sz)

Uses of IndependentPair in org.openimaj.util.pair

Subclasses of IndependentPair in org.openimaj.util.pair

Modifier and Type	Class and Description
class	Pair<T> Pair represents a generic pair of objects.

Methods in org.openimaj.util.pair that return IndependentPair

Modifier and Type	Method and Description
static <T,Q> IndependentPair<T,Q>	IndependentPair.pair(T t, Q q) Create a pair from the given objects.
IndependentPair<B,A>	IndependentPair.swap() Create a new IndependentPair from this one with the elements swapped

Methods in org.openimaj.util.pair that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
static <T,Q> Function<IndependentPair<T,Q>,T>	IndependentPair.getFirstFunction() Get the function that returns the first object from the pair
static <T,Q> Function<IndependentPair<T,Q>,Q>	IndependentPair.getSecondFunction() Get the function that returns the second object from the pair
static <T,Q> List<IndependentPair<T,Q>>	IndependentPair.pairList(List<T> t, List<Q> q) Create a pair list from the given objects.
static <T,Q> List<IndependentPair<? extends Q,? extends T>>	IndependentPair.swapList(List<? extends IndependentPair<? extends T,? extends Q>> data) Swap the order of the pairs

Method parameters in org.openimaj.util.pair with type arguments of type IndependentPair

Modifier and Type	Method and Description
static <T,Q> List<T>	IndependentPair.getFirst(Iterable<? extends IndependentPair<T,Q>> data) Extract the first objects from a list of pairs.
static <T,Q> List<Q>	IndependentPair.getSecond(Iterable<? extends IndependentPair<T,Q>> data) Extract the second objects from a list of pairs.
static <T,Q> List<IndependentPair<? extends Q,? extends T>>	IndependentPair.swapList(List<? extends IndependentPair<? extends T,? extends Q>> data) Swap the order of the pairs

Uses of IndependentPair in org.openimaj.util.stream.combine

Methods in org.openimaj.util.stream.combine that return IndependentPair

Modifier and Type	Method and Description
IndependentPair<AOUT,BOUT>	CombinedStreamFunction.apply(IndependentPair<AIN,BIN> in)
IndependentPair<A,B>	StreamCombiner.next()

Methods in org.openimaj.util.stream.combine with parameters of type IndependentPair

Modifier and Type	Method and Description
IndependentPair<AOUT,BOUT>	CombinedStreamFunction.apply(IndependentPair<AIN,BIN> in)

Uses of IndependentPair in org.openimaj.util.stream.window

Methods in org.openimaj.util.stream.window that return types with arguments of type IndependentPair

Modifier and Type	Method and Description
MetaPayload<IndependentPair<AOUT,BOUT>,IndependentPair<AM,BM>>	CombinedMetaPayloadFunction.apply(MetaPayload<IndependentPair<AIN,BIN>,IndependentPair<AM,BM>> inaggr)
MetaPayload<IndependentPair<AOUT,BOUT>,IndependentPair<AM,BM>>	CombinedMetaPayloadFunction.apply(MetaPayload<IndependentPair<AIN,BIN>,IndependentPair<AM,BM>> inaggr)
MetaPayload<IndependentPair<AP,BP>,IndependentPair<AM,BM>>	MetaPayloadStreamCombiner.next()
MetaPayload<IndependentPair<AP,BP>,IndependentPair<AM,BM>>	MetaPayloadStreamCombiner.next()

Method parameters in org.openimaj.util.stream.window with type arguments of type IndependentPair

Modifier and Type	Method and Description
MetaPayload<IndependentPair<AOUT,BOUT>,IndependentPair<AM,BM>>	CombinedMetaPayloadFunction.apply(MetaPayload<IndependentPair<AIN,BIN>,IndependentPair<AM,BM>> inaggr)
MetaPayload<IndependentPair<AOUT,BOUT>,IndependentPair<AM,BM>>	CombinedMetaPayloadFunction.apply(MetaPayload<IndependentPair<AIN,BIN>,IndependentPair<AM,BM>> inaggr)

Uses of IndependentPair in org.openimaj.video.processing.timefinder

Methods in org.openimaj.video.processing.timefinder that return IndependentPair

Modifier and Type

Method and Description

<I extends Image<?,I>,O> IndependentPair<VideoTimecode,VideoTimecode>

ObjectTimeFinder.trackObject(ObjectTracker<O,I> objectTracker, Video<I> video, VideoTimecode keyframeTime, Rectangle bounds, ObjectTimeFinder.TimeFinderListener<O,I> listener) Given a video, a keyframe (timecode) and a region of the image, this method will attempt to track the the contents of the rectangle from the given frame, back and forth to find the place at which the object appears and disappears from the video.

Uses of IndependentPair in org.openimaj.vis.audio

Method parameters in org.openimaj.vis.audio with type arguments of type IndependentPair

Modifier and Type	Method and Description
static void	AudioFramePlot.drawChart(int numFrames, boolean colouredFrames, List<IndependentPair<AudioStream,String>> streams) Draws the first n frames of the audio streams on to a chart mapping the names given to each stream into the legend.