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ICPR
2002
IEEE

149views computer vision» more ICPR 2002»

Bayesian Rendering with Non-Parametric Multiscale Prior Model

14 years 8 months ago

This paper investigates the use of the Bayesian inference for devising an example-based rendering procedure. As prior model of this Bayesian inference, we exploit the multiscale n...

Max Mignotte

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32

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ICML
1999
IEEE

163views Machine Learning» more ICML 1999»

Monte Carlo Hidden Markov Models: Learning Non-Parametric Models of Partially Observable Stochastic Processes

14 years 8 months ago

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We present a learning algorithm for non-parametric hidden Markov models with continuous state and observation spaces. All necessary probability densities are approximated using sa...

Sebastian Thrun, John Langford, Dieter Fox

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26

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ISBI
2004
IEEE

146views Medical Imaging» more ISBI 2004»

Statistical Surface-Based Morphometry Using a Non-Parametric Approach

14 years 8 months ago

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We present a novel method of statistical surface-based morphometry based on the use of non-parametric permutation tests. In order to evaluate morphologicaldifferences of brain str...

Dimitrios Pantazis, Richard M. Leahy, Thomas E. Ni...

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21

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ISBI
2009
IEEE

222views Medical Imaging» more ISBI 2009»

A Non-Parametric Approach to Automatic Change Detection in MRI Images of the Brain

14 years 2 months ago

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We present a novel approach to change detection between two brain MRI scans (reference and target.) The proposed method uses a single modality to ﬁnd subtle changes; and does no...

Hae Jong Seo, Peyman Milanfar

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16

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3DIM
2005
IEEE

93views Image Processing» more 3DIM 2005»

Non-Parametric 3D Surface Completion

14 years 1 months ago