6 search results - page 1 / 2 » Bayesian sparse image reconstruction for MRFM |
91
Voted
CORR
2008
Springer
14 years 10 months ago
2008
Springer
This paper presents a hierarchical Bayesian model to reconstruct sparse images when the observations are obtained from linear transformations and corrupted by an additive white Gau...
76
Voted
ICASSP
2009
IEEE
15 years 5 months ago
2009
IEEE
In this paper, we propose a Bayesian model and a Monte Carlo Markov chain (MCMC) algorithm for reconstructing images that consist of only few non-zero pixels. An appropriate distr...
89
Voted
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
This paper considers the image reconstruction problem when the original image is assumed to be sparse and when limited information of the point spread function (PSF) is available....
89
Voted
CIMAGING
2008
14 years 11 months ago
2008
We consider the image reconstruction problem when the original image is assumed to be sparse and when partial knowledge of the point spread function (PSF) is available. In particu...
72
Voted
ICIP
2006
IEEE
15 years 12 months ago
2006
IEEE
Sparse image reconstruction is of interest in the fields of radioastronomy and molecular imaging. The observation is assumed to be a linear transformation of the image, and corrup...