A Nonmonotone Gradient Algorithm for Total Variation Image Denoising Problems

The total variation (TV) model has been studied extensively because it is able to preserve sharp attributes and capture some sparsely critical information in images. However, TV denoising problem is usually ill-conditioned that the classical monotone projected gradient method cannot solve the proble...

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Bibliographic Details
Main Authors: Peng Wang, Shifang Yuan, Xiangyun Xie, Shengwu Xiong
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2016/4310612