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

Funders

Licence