Uses of Interface
de.unihalle.informatik.MiToBo.math.distributions.interfaces.SamplingDistribution

Packages that use SamplingDistribution

Package	Description
de.unihalle.informatik.MiToBo.math.distributions.impl
de.unihalle.informatik.MiToBo.tracking.multitarget.algo
de.unihalle.informatik.MiToBo.tracking.multitarget.distributions.abstracts
de.unihalle.informatik.MiToBo.tracking.multitarget.distributions.impl

Uses of SamplingDistribution in de.unihalle.informatik.MiToBo.math.distributions.impl

Classes in de.unihalle.informatik.MiToBo.math.distributions.impl that implement SamplingDistribution

Modifier and Type	Class and Description
class	GaussianDistribution A multivariate Gaussian distribution.
class	GaussMixDistribution A multivariate Gaussian mixture distribution.
class	GenericDiscreteDistribution A generic discrete distribution
class	ParticleDistribution<G extends Copyable<? extends G>> A distribution represented by weighted particles
class	PoissonDistribution Poisson distribution.
class	UniformDistribution A multivariate uniform distribution.

Constructors in de.unihalle.informatik.MiToBo.math.distributions.impl with parameters of type SamplingDistribution

Constructor and Description
ParticleDistribution(Random rand, SamplingDistribution<G> density, int numParticles) Constructor that samples numParticles from density.

Uses of SamplingDistribution in de.unihalle.informatik.MiToBo.tracking.multitarget.algo

Classes in de.unihalle.informatik.MiToBo.tracking.multitarget.algo that implement SamplingDistribution

Modifier and Type	Class and Description
class	MultiTargetRBMCDA<T extends TargetID> Rao-Blackwellized Monte Carlo Data Association following: S.

Uses of SamplingDistribution in de.unihalle.informatik.MiToBo.tracking.multitarget.distributions.abstracts

Classes in de.unihalle.informatik.MiToBo.tracking.multitarget.distributions.abstracts that implement SamplingDistribution

Modifier and Type	Class and Description
class	AbstractAssociationDistribution<S extends Copyable<?>,T extends Copyable<?>> Abstract class for association distributions that allow sampling of the association variables for a set of observations in a multi-target tracking framework.
class	AbstractMultiStateTransitionDistribution<T extends Copyable<?>> Abstract class for multi-target state transition distributions.
class	AbstractMultiStateTransitionDistributionIndep<T extends Copyable<?>> Abstract class of multi-target state transition distribution with independent targets.

Uses of SamplingDistribution in de.unihalle.informatik.MiToBo.tracking.multitarget.distributions.impl

Classes in de.unihalle.informatik.MiToBo.tracking.multitarget.distributions.impl that implement SamplingDistribution

Modifier and Type	Class and Description
class	AssociationDistribution<S extends TargetID,T extends TargetID> Association distribution to sample association variables for a set of observations based on a model of how observations are formed.
class	AssociationDistributionNN<S extends TargetID,T extends TargetID> Association distribution to sample association variables for a set of observations based on a model of how observations are formed.
class	MultiObsDistributionIndepGaussians<T extends Copyable<?>> A simple multi observation density, which assumes independence of the single observations with multivariate Gaussian noise.
class	MultiObsDistributionIndepGaussMix<T extends Copyable<?>> A simple multi observation density, which assumes independent Gaussian mixtures as the underlying distributions.
class	MultiStateDistributionIndepGaussians<T extends Copyable<?>> A simple multi state density, which assumes independence of the single states with multivariate Gaussian noise.
class	MultiStateLinTransDistributionIndepGaussians<T extends Copyable<?>> A simple multi state-transition density, which assumes independence of the single states and multivariate Gaussian process noise.