3 search results - page 1 / 1 » Hierarchical Bayesian sparse image reconstruction with appli... |
CORR
2008
Springer
13 years 4 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...
ICASSP
2009
IEEE
13 years 11 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...
ICCV
2007
IEEE
14 years 6 months ago
2007
IEEE
A joint segmentation is a simultaneous segmentation of registered 2D images and 3D points reconstructed from the multiple view images. It is fundamental in structuring the data fo...