Inertial Nonconvex Alternating Minimizations for the Image Deblurring

Tao Sun; Roberto Barrio; Marcos Rodríguez; Hao Jiang

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Inertial Nonconvex Alternating Minimizations for the Image Deblurring

机译：图像去模糊的惯性非凸交替最小化

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摘要

In image processing, total variation (TV) regularization models are commonly used to recover the blurred images. One of the most efficient and popular methods to solve the convex TV problem is the alternating direction method of multipliers (ADMM) algorit

机译：在图像处理中，通常使用总变化（TV）正则化模型来恢复模糊图像。解决凸电视问题的最有效和最受欢迎的方法之一是乘数交变方向法（ADMM）算法

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来源
《IEEE Transactions on Image Processing》 |2019年第12期|6211-6224|共14页
作者
Tao Sun; Roberto Barrio; Marcos Rodríguez; Hao Jiang;
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作者单位

College of Computer National University of Defense Technology Changsha China;

Departamento de Matemática Aplicada IUMA and CoDy Group Universidad de Zaragoza Zaragoza Spain;

CoDy Group Universidad de Zaragoza Zaragoza Spain;

College of Computer Na;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Convergence; Image restoration; Convex functions; TV; Minimization; Indexes;

机译：收敛;图像还原;凸函数;电视;最小化指标;

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专利

1. Inertial proximal alternating minimization for nonconvex and nonsmooth problems [J] . Yaxuan Zhang, Songnian He Journal of inequalities and applications . 2017,第1期

机译：惯性近端交替最小化解决非凸和非光滑问题
2. Semi-blind image deblurring by a proximal alternating minimization method with convergence guarantees [J] . Dou Hong-Xia, Huang Ting-Zhu, Zhao Xi-Le, Applied mathematics and computation . 2020,第1期

机译：通过临时交替最小化方法进行半盲图像去掩饰，具有收敛保证
3. Bregman reweighted alternating minimization and its application to image deblurring [J] . Sun Tao, Qiao Linbo, Li Dongsheng Information Sciences: An International Journal . 2019,第期

机译：BREGMAN重新重复交替最小化及其在图像去纹理中的应用
4. Alternating Minimization Algorithms for Convex Minimization Problem with Application to Image Deblurring and Denoising [C] . Anantachai Padcharoen, Poom Kumam, Parin Chaipunya, International Conference on Control, Artificial Intelligence, Robotics and Optimization . 2018

机译：凸最小化问题的交替最小化算法及其在图像去模糊和去噪中的应用
5. Transmission tomographic image reconstruction using alternating minimization algorithms. [D] . Murphy, Ryan J. 2004

机译：使用交替最小化算法的透射层析图像重建。
6. Inertial proximal alternating minimization for nonconvex and nonsmooth problems [O] . Yaxuan Zhang, Songnian He -1

机译：惯性近端交替最小化解决非凸和非光滑问题
7. Inertial Nonconvex Alternating Minimizations for the Image Deblurring [O] . Tao Sun, Roberto Barrio, Marcos Rodriguez, 2019

机译：图像去孔的惯性非耦合交替最小化

Inertial Nonconvex Alternating Minimizations for the Image Deblurring

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