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» A variational method for Bayesian blind image deconvolution
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ICIP
2003
IEEE
15 years 16 days ago
A variational method for Bayesian blind image deconvolution
In this paper the blind image deconvolution (BID) problem is solved using the Bayesian framework. In order to find the parameters of the proposed Bayesian model we present a new g...
Aristidis Likas, Nikolas P. Galatsanos
ICIP
2007
IEEE
15 years 18 days ago
Variational Bayesian Blind Image Deconvolution with Student-T Priors
Dimitris Tzikas, Aristidis Likas, Nikolas P. Galat...
ICIP
2008
IEEE
14 years 5 months ago
Blind deconvolution of video sequences
We present a new blind deconvolution method for video sequence. It is derived following an inverse problem approach in a Bayesian framework. This method exploits the temporal cont...
Ferreol Soulez, Eric Thiebaut, Yves Tourneur, Alai...
VISAPP
2007
14 years 2 days ago
Robust variational bayesian kernel based blind image deconvolution
Dimitris Tzikas, Aristidis Likas, Nikolas P. Galat...
TIP
2008
109views more  TIP 2008»
13 years 10 months ago
A Wavelet-Laplace Variational Technique for Image Deconvolution and Inpainting
Abstract--We construct a new variational method for blind deconvolution of images and inpainting, motivated by recent PDE-based techniques involving the Ginzburg-Landau functional,...
Julia A. Dobrosotskaya, Andrea L. Bertozzi