6 search results - page 1 / 2 » Bregmanized Nonlocal Regularization for Deconvolution and Sp... |
SIAMIS
2010
13 years 3 months ago
2010
We propose two algorithms based on Bregman iteration and operator splitting technique for nonlocal TV regularization problems. The convergence of the algorithms is analyzed and ap...
JSCIC
2010
12 years 11 months ago
2010
Abstract This paper considers two nonlocal regularizations for image recovery, which exploit the spatial interactions in images. We get superior results using preprocessed data as ...
MMAS
2010
Springer
12 years 11 months ago
2010
Springer
In this paper, we introduce a new nonlinear evolution partial differential equation for sparse deconvolution problems. The proposed PDE has the form of continuity equation that ar...
ICPR
2006
IEEE
14 years 5 months ago
2006
IEEE
We present various kinds of variational PDE based methods to interpolate missing sinogram data for tomographic image reconstruction. Using the observed sinogram data we inpaint th...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
Sparse recovery techniques have been shown to produce very accurate acoustic images, significantly outperforming traditional deconvolution approaches. However, so far these propo...