Hierarchical Bayesian sparse image reconstruction with application to MRFM

The image processing handbook

The image processing handbook

Bayesian deconvolution of Bernoulli-Gaussian processes

Signal Processing

Bayesian estimation of state-space models applied to deconvolution of Bernoulli-Gaussian processes

Signal Processing

An application of MCMC methods for the multiple change-points problem

Signal Processing - Special section on Markov Chain Monte Carlo (MCMC) methods for signal processing

Digital Image Restoration

Digital Image Restoration

Monte Carlo Statistical Methods (Springer Texts in Statistics)

Monte Carlo Statistical Methods (Springer Texts in Statistics)

Astronomical Image and Data Analysis (Astronomy and Astrophysics Library)

Astronomical Image and Data Analysis (Astronomy and Astrophysics Library)

Joint segmentation of wind speed and direction using a hierarchical model

Computational Statistics & Data Analysis

Bayesian Core: A Practical Approach to Computational Bayesian Statistics

Bayesian Core: A Practical Approach to Computational Bayesian Statistics

Sparse image reconstruction for molecular imaging

IEEE Transactions on Image Processing

Joint Segmentation of Multivariate Astronomical Time Series: Bayesian Sampling With a Hierarchical Model

IEEE Transactions on Signal Processing

Bayesian curve fitting using MCMC with applications to signalsegmentation

IEEE Transactions on Signal Processing

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach

IEEE Transactions on Signal Processing

Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

IEEE Transactions on Signal Processing - Part I

Unsupervised deconvolution of sparse spike trains using stochasticapproximation

IEEE Transactions on Signal Processing

Sparse Linear Regression With Structured Priors and Application to Denoising of Musical Audio

IEEE Transactions on Audio, Speech, and Language Processing

Sparse representations in unions of bases

IEEE Transactions on Information Theory

Multichannel blind iterative image restoration

IEEE Transactions on Image Processing