Image inpainting and destriping using region-wise matching and low-rank decomposition

Published: 21 March 2023| Version 1 | DOI: 10.17632/xvhvwhtbj3.1
Contributor:
Shenghai Liao

Description

source code for image inpainting and destriping. We design and implement a region-wise matching algorithm for searching for similar patches within an image. We model the image inpainting problem as low-rank matrix decomposition and solve using ADMM, it runs much faster than previous state-of-the-art methods. The region-wise matching algorithm solves the problem of line inpainting (entire-rows/columns missing)

Files

Steps to reproduce

Installation: MATLAB is required, we use version r2022b. A c++ compiler is also required to compile the region-wise matching algorithm. compile region-wise matching algorithm: #run the following matlab commands: addpath(genpath('rwm')) cd rwm run compile_mex test: main.m

Institutions

Shandong University

Categories

Image Inpainting, Matrix

Funding

National Natural Science Foundation of China

12071263

Natural Science Foundation of Shandong Province

ZR2019MF045

National Natural Science Foundation of China

11971269

National Natural Science Foundation of China

61671276

Licence