Diffusion-driven Regularization Functional

版本 1.2.0.0 (3.0 KB) 作者: Baraka Maiseli
This function addresses the ill-posedness of the super-resolution problem
349.0 次下载
更新时间 2015/1/24

查看许可证

This is a regularizing functional based on the nonlinear diffusion processes, and can be used to address the ill-posedness of a classical multiframe super-resolution model. The function should be called by another function (in our case, it is the ANDIFFSR function) that super-resolves an image. Please see the function ANDIFFSR for more details on how to call this function. The corresponding paper, entitled "A Noise-Suppressing and Edge-Preserving Multi-Frame Super-Resolution Image Reconstruction Method", has been submitted to the Journal of Signal Processing: Image Communication (Manuscript ID: image3133) and is in its second revision.

引用格式

Baraka Maiseli (2026). Diffusion-driven Regularization Functional (https://ww2.mathworks.cn/matlabcentral/fileexchange/49140-diffusion-driven-regularization-functional), MATLAB Central File Exchange. 检索时间: .

MATLAB 版本兼容性
创建方式 R2014b
兼容任何版本
平台兼容性
Windows macOS Linux
版本 已发布 发行说明
1.2.0.0

In the section "Other Requirements", I have replaced "regularizeSR" by "ANDIFFSR"--It is the function ANDIFFSR that calls the function regularizeSR.

1.1.0.0

Added some more descriptions on the file

1.0.0.0