1387 search results - page 19 / 278 » Variational Bayesian image modelling |
DAGM
2006
Springer
15 years 3 months ago
2006
Springer
Abstract. Recently, the Phase Field Method has shown to be a powerful tool for variational image segmentation. In this paper, we present a novel multi-phase model for probability b...
JMLR
2010
14 years 6 months ago
2010
We introduce a variational inference framework for training the Gaussian process latent variable model and thus performing Bayesian nonlinear dimensionality reduction. This method...
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SYNASC
2006
IEEE
15 years 5 months ago
2006
IEEE
This paper is devoted to a new variational model for color texture modeling and color image decomposition into cartoon and texture. A given image f in the RGB space is decomposed ...
IJCV
2006
14 years 11 months ago
2006
We propose an algorithm to increase the resolution of multispectral satellite images knowing the panchromatic image at high resolution and the spectral channels at lower resolutio...
JMLR
2010
14 years 6 months ago
2010
Variational Bayesian (VB) methods are typically only applied to models in the conjugate-exponential family using the variational Bayesian expectation maximisation (VB EM) algorith...