A Wavelet-Laplace Variational Technique for Image Deconvolution and Inpainting
Dobrosotskaya, J.A.
Bertozzi, A.L.
Univ. of California, Los Angeles;
This paper appears in: Image Processing, IEEE Transactions on
Publication Date: May 2008
Volume: 17,
Issue: 5
On page(s): 657-663
ISSN: 1057-7149
INSPEC Accession Number: 9921194
Digital Object Identifier: 10.1109/TIP.2008.919367
First Published: 2008-03-31
Current Version Published: 2008-04-08
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, but using more localized wavelet-based methods. We present results for both binary and grayscale images. Comparable speeds are achieved with better sharpness of edges in the reconstruction.
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