A Projected Forward-Backward Algorithm for Constrained Minimization with Applications to Image Inpainting

A Projected Forward-Backward Algorithm for Constrained Minimization with Applications to Image Inpainting

In this research, we study the convex minimization problem in the form of the sum of two proper, lower-semicontinuous, and convex functions. We introduce a new projected forward-backward algorithm using linesearch and inertial techniques. We then establish a weak convergence theorem under mild condi...

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Bibliographic Details
Main Authors: Suthep Suantai, Kunrada Kankam, Prasit Cholamjiak
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Mathematics
Subjects:
convex minimization
image inpainting
inertial techniques
weak convergence
Online Access:https://www.mdpi.com/2227-7390/9/8/890

Internet

https://www.mdpi.com/2227-7390/9/8/890

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