Image segmentation using the double Markov random field, with application to land use estimation. - Georgios A. Stefanou; Simon P. Wilson 001 (ICIP (1), 2001)

Parallel Algorithms for Bayesian Inference in Spatial Gaussian Models. - Matt Whiley; Simon P. Wilson 001 (COMPSTAT, 2002)

Unsupervised segmentation of textured satellite and aerial images with Bayesian methods. - Simon P. Wilson 001; Josiane Zerubia (EUSIPCO, 2002)

Double Markov random fields and Bayesian image segmentation. - Dina E. Melas; Simon P. Wilson 001 (IEEE Trans. Signal Process., 2002)

Parallel algorithms for Markov chain Monte Carlo methods in latent spatial Gaussian models. - Matt Whiley; Simon P. Wilson 001 (Stat. Comput., 2004)

Improving content-based image retrieval by modelling the search process: A Bayesian approach. - Simon P. Wilson 001; Georgios A. Stefanou (EUSIPCO, 2006)

Parameter Estimation for a Model with Both Imperfect Test and Repair. - Simon P. Wilson 001; Ben Flood; Suresh Goyal; Jim Mosher; Susan Bergin; Joseph O'Brien; Robert Kennedy (VTS, 2007)

Nonparametric Analysis of the Order-Statistic Model in Software Reliability. - Simon P. Wilson 001; Francisco J. Samaniego (IEEE Trans. Software Eng., 2007)

Fully Bayesian Source Separation of Astrophysical Images Modelled by Mixture of Gaussians. - Simon P. Wilson 001; Ercan E. Kuruoglu; Emanuele Salerno (IEEE J. Sel. Top. Signal Process., 2008)

Introduction to Bayesian Methods and Decision Theory. - Simon P. Wilson 001; Rozenn Dahyot; Pádraig Cunningham (Machine Learning Techniques for Multimedia, 2008)

Mental Search in Image Databases: Implicit Versus Explicit Content Query. - Simon P. Wilson 001; Julien Fauqueur; Nozha Boujemaa (Machine Learning Techniques for Multimedia, 2008)

A fast Bayesian model for latent radio signal prediction. - Brett Houlding; Arnab Bhattacharya 004; Simon P. Wilson 001; Tim K. Forde (WiOpt, 2009)

Bayesian factor analysis using Gaussian mixture sources, with application to separation of the cosmic microwave background. - Simon P. Wilson 001; Ercan E. Kuruoglu; Alicia Quirós Carretero (CIP, 2010)

Improved Mean Shift Algorithm with Heterogeneous Node Weights. - Ji Won Yoon; Simon P. Wilson 001 (ICPR, 2010)

A highly efficient blocked Gibbs sampler reconstruction of multidimensional NMR spectra. - Ji Won Yoon; Simon P. Wilson 001; K. Hun Mok (AISTATS, 2010)

Bayesian spatiotemporal model of fMRI data using transfer functions. - Alicia Quirós Carretero; Raquel Montes Diez; Simon P. Wilson 001 (NeuroImage, 2010)

A probability model of system downtime with implications for optimal warranty design. - Ben Flood; Brett Houlding; Simon P. Wilson 001; Sergiy Vilkomir (Qual. Reliab. Eng. Int., 2010)

Stress test optimization using an integrated production test and field reliability model. - Bahman Honari; John Donovan; Toby Joyce; Simon P. Wilson 001; Eamonn Murphy (Qual. Reliab. Eng. Int., 2010)

Bayesian kernel projections for classification of high dimensional data. - Katarina Domijan; Simon P. Wilson 001 (Stat. Comput., 2011)

Dependent Gaussian mixture models for source separation. - Alicia Quirós Carretero; Simon P. Wilson 001 (EURASIP J. Adv. Signal Process., 2012)

Brain activity detection by estimating the signal-to-noise ratio of fMRI time series using dynamic linear models. - Alicia Quirós Carretero; Simon P. Wilson 001; Raquel Montes Diez; Ana Beatriz Solana; Juan Antonio Hernández Tamames (Digit. Signal Process., 2015)

Sequential Bayesian inference for static parameters in dynamic state space models. - Arnab Bhattacharya 004; Simon P. Wilson 001 (Comput. Stat. Data Anal., 2018)

Prior Robustness for Bayesian Implementation of the Fault Tree Analysis. - Chaitanya Joshi; Fabrizio Ruggeri 001; Simon P. Wilson 001 (IEEE Trans. Reliab., 2018)

A Bayesian approach to modeling mortgage default and prepayment. - Arnab Bhattacharya 004; Simon P. Wilson 001; Refik Soyer (Eur. J. Oper. Res., 2019)

Advances in Bayesian decision making in reliability. - David Ríos Insua; Fabrizio Ruggeri 001; Refik Soyer; Simon P. Wilson 001 (Eur. J. Oper. Res., 2020)