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

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)

本数据集包含图像修复与去条纹的源代码。我们设计并实现了一种基于区域的匹配算法，用以在图像中搜索相似的区域块。我们将图像修复问题建模为低秩矩阵分解，并采用ADMM算法进行求解，相较于现有最先进的方法，其运行速度显著提高。该基于区域的匹配算法有效解决了线条修复（整行或整列缺失）的问题。