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updated 1 month ago

Bayesian robust state-space mixture model by Gabriel Agamennoni

MatLab object for grouping sequences of real-valued, noisy data according to their underlying dynami (linear dynamical syst..., bayesian learning, sequence clustering)

brssmmtest()

(ConstructOnLoad) brssmm %#ok

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updated 1 month ago

Bayesian robust mixture model by Gabriel Agamennoni

MatLab object for clustering real-valued data with noise, outliers and missing values (bayesian models, clustering, robust clustering)

brmmtest()

(ConstructOnLoad) brmm %#ok

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updated 1 month ago

Bayesian robust simplicial mixture model by Gabriel Agamennoni

MatLab object for clustering real-valued data with noise, outliers and missing values (bayesian learning, mixture models, topic models)

brsmmtest()

(ConstructOnLoad) brsmm %#ok

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updated 1 month ago

HMRF-EM-image by Quan Wang

Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization Algorithm (markov random field, expectationmaximizati..., image segmentation)

GI=gaussianBlur(I,s)

[X mu sigma]=HMRF_EM(X,Y,Z,mu,sigma,k,EM_iter,MAP_iter)

[X mu sigma]=image_kmeans(Y,k)

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updated 1 year ago

EM for HMM Multivariate Gaussian processes by Sebastien PARIS

A fast implementation of the EM Algorithm for HMM Multivariate Gaussian Mixture (statistics, probability, hmm)

mexme_em_ghmm.m

test_em_ghmm.m

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updated 1 year ago

EM_MVGM by Sebastien PARIS

Fast implementation of EM algorithm for multivariate gaussian mixture (statistics, probability, expectationmaximizati...)

mexme_em_mvgm.m

test_em_mvgm.m

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updated 2 years ago

Smooth Point-set Registration using Neighboring Constraints by Gerard SanromĂ 

Performs rigid and non-rigid registration of point-sets using graph-based representations. (pointset registration, expectationmaximizati..., softassign)

adjKNN_eff(g,K)

adjZD_eff(g,Eave)

align_weighted(gD,W,gM)

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updated 6 years ago

EM_UPM by Sebastien PARIS

Expectation-Maximization algorithme for univariate Poisson mixture (statistics, probability, expectationmaximizati...)

test_em_upm.m

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