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» Mixtures of Gaussian Processes

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NIPS
2000

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Mixtures of Gaussian Processes

13 years 6 months ago

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We introduce the mixture of Gaussian processes (MGP) model which is useful for applications in which the optimal bandwidth of a map is input dependent. The MGP is derived from the...

Volker Tresp

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ICIP
2007
IEEE

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Faithful Shape Representation for 2D Gaussian Mixtures

14 years 6 months ago

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It has been recently discovered that a faithful representation for the shape of some simple distributions can be constructed using invariant statistics [1, 2]. In this paper, we c...

Mireille Boutin, Mary I. Comer

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JCST
2010

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Dirichlet Process Gaussian Mixture Models: Choice of the Base Distribution

13 years 3 months ago

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In the Bayesian mixture modeling framework it is possible to infer the necessary number of components to model the data and therefore it is unnecessary to explicitly restrict the n...

Dilan Görür, Carl Edward Rasmussen

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ICIP
2003
IEEE

110views Image Processing» more ICIP 2003»

Image restoration using Gaussian scale mixtures in the wavelet domain

14 years 6 months ago