Uses of Class
org.openimaj.math.statistics.distribution.MixtureOfGaussians

Packages that use MixtureOfGaussians

Package	Description
org.openimaj.demos
org.openimaj.experiment.gmm.retrieval
org.openimaj.image.feature.local.aggregate	Implementations of techniques that aggregate the local descriptors of an image into a single (typically fixed length) vector representation.
org.openimaj.ml.gmm

Uses of MixtureOfGaussians in org.openimaj.demos

Methods in org.openimaj.demos that return MixtureOfGaussians

Modifier and Type	Method and Description
static MixtureOfGaussians	FVFWCheckPCAGMM.loadMoG(File f)

Uses of MixtureOfGaussians in org.openimaj.experiment.gmm.retrieval

Methods in org.openimaj.experiment.gmm.retrieval that return MixtureOfGaussians

Modifier and Type	Method and Description
MixtureOfGaussians	GMMFromFeatures.apply(LocalFeatureList<? extends LocalFeature<?,? extends FeatureVector>> features)
protected MixtureOfGaussians	UKBenchGMMExperiment.extract(org.openimaj.experiment.gmm.retrieval.UKBenchGMMExperiment.IRecord<URL> item)

Methods in org.openimaj.experiment.gmm.retrieval that return types with arguments of type MixtureOfGaussians

Modifier and Type	Method and Description
Map<Integer,List<MixtureOfGaussians>>	UKBenchGMMExperiment.extractGroupGaussians()
List<MixtureOfGaussians>	UKBenchGMMExperiment.extractGroupGaussians(int i)
List<MixtureOfGaussians>	UKBenchGMMExperiment.extractGroupGaussians(UKBenchListDataset<org.openimaj.experiment.gmm.retrieval.UKBenchGMMExperiment.IRecord<URL>> ukbenchObject)

Uses of MixtureOfGaussians in org.openimaj.image.feature.local.aggregate

Constructors in org.openimaj.image.feature.local.aggregate with parameters of type MixtureOfGaussians

Constructor and Description
FisherVector(MixtureOfGaussians gmm) Construct the standard Fisher Vector encoder with the given mixture of Gaussians.
FisherVector(MixtureOfGaussians gmm, boolean improved) Construct the Fisher Vector encoder with the given mixture of Gaussians and the optional improvement steps (in the sense of the VLFeat documentation).
FisherVector(MixtureOfGaussians gmm, boolean hellinger, boolean l2normalise) Construct with the given mixture of Gaussians and optional improvement steps.

Uses of MixtureOfGaussians in org.openimaj.ml.gmm

Subclasses of MixtureOfGaussians in org.openimaj.ml.gmm

Modifier and Type	Class and Description
protected static class	GaussianMixtureModelEM.EMGMM

Methods in org.openimaj.ml.gmm that return MixtureOfGaussians

Modifier and Type	Method and Description
MixtureOfGaussians	GaussianMixtureModelEM.estimate(double[][] X) Estimate a new MixtureOfGaussians from the given data.
MixtureOfGaussians	GaussianMixtureModelEM.estimate(Jama.Matrix X) Estimate a new MixtureOfGaussians from the given data.