Deblurring by Solving a TVp-Regularized Optimization Problem Using Split Bregman Method

Image deblurring is formulated as an unconstrained minimization problem, and its penalty function is the sum of the error term and TVp-regularizers with 0<p<1. Although TVp-regularizer is a powerful tool that can significantly promote the sparseness of image gradients, it is neither convex nor...

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Bibliographic Details
Main Author: Su Xiao
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Advances in Multimedia
Online Access:http://dx.doi.org/10.1155/2014/906464