84 search results - page 1 / 17 » Bayesian Restoration of Noisy Images with the EM Algorithm |
ICIP
1997
IEEE
14 years 11 months ago
1997
IEEE
ICIP
2003
IEEE
14 years 11 months ago
2003
IEEE
We present a maximum likelihood (Ml) solution to the problem of obtaining high-resolution images from sequences of noisy, blurred, and low-resolution images. In our formulation, t...
ICIP
2002
IEEE
14 years 11 months ago
2002
IEEE
This paper describes an expectation-maximization (EM) algorithm for wavelet-based image restoration (deconvolution). The observed image is assumed to be a convolved (e.g., blurred...
ICIP
2002
IEEE
14 years 11 months ago
2002
IEEE
In this paper, we present a new deconvolution method, able to deal with noninvertible blurring functions. To avoid noise amplification, a prior model of the image to be reconstruc...
ICIP
2009
IEEE
14 years 10 months ago
2009
IEEE
We propose a new approach for the restoration of polarimetric Stokes images, capable of simultaneously segmenting and restoring the images. In order to easily handle the admissibi...