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IEEE Signal Processing Letters, ISSN 1070-9908, 02/2012, Volume 19, Issue 2, pp. 63 - 66
In this letter, we present the first application of the Generalized Gaussian Markov Random Field (GGMRF) to the problem of video super-resolution. The GGMRF... 
Strontium | Shape | Bayesian methods | Energy resolution | Bayesian super-resolution | generalized Gaussian Markov random field | Spatial resolution | Markov random fields | RESTORATION | IMAGE | RESOLUTION | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 04/2020, Volume 144, p. 106861
Gaussian random field (GRF) models are widely used in spatial statistics to capture spatially correlated error. Gaussian processes can easily be replaced by... 
Spatial generalized linear mixed models | Laplace moving average | Stochastic partial differential equation | Bayesian analysis | Spatial statistics
Journal Article
Stat, ISSN 2049-1573, 2018, Volume 7, Issue 1, p. n/a
We propose new covariance functions for bivariate Gaussian random fields that are very general and include as special cases other popular models proposed in... 
Matérn | generalized Cauchy | bivariate covariance functions | smoothness | long‐range dependence | Matern | long-range dependence | DIMENSION | MULTIVARIATE | STATISTICS & PROBABILITY | Bivariate analysis | Fields (mathematics) | Computer simulation | Covariance | Dependence
Journal Article
Biometrika, ISSN 0006-3444, 12/2008, Volume 95, Issue 4, pp. 813 - 829
Journal Article
Stochastic Analysis and Applications, ISSN 0736-2994, 01/2012, Volume 30, Issue 1, pp. 44 - 66
We study the representations of tensor random fields on the sphere basing on the theory of representations of the rotation group. Introducing specific... 
60B15 | Group representations | 62M15 | Tensor fields | 60G60 | Spectral decomposition | Spherical random fields | Generalized spherical functions | MATHEMATICS, APPLIED | ANGULAR BISPECTRUM | STATISTICS & PROBABILITY | ASYMPTOTICS | HARMONICS | POLARIZATION | RADIATION | Isotropy | Mean square values | Tensors | Mathematical analysis | Continuity | Decomposition | Spectra | Representations
Journal Article
Mathematical Geosciences, ISSN 1874-8961, 11/2015, Volume 47, Issue 8, pp. 955 - 974
Journal Article