Diffusion-driven Regularization Functional
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.
Zitieren als
Baraka Maiseli (2024). Diffusion-driven Regularization Functional (https://www.mathworks.com/matlabcentral/fileexchange/49140-diffusion-driven-regularization-functional), MATLAB Central File Exchange. Abgerufen .
Kompatibilität der MATLAB-Version
Plattform-Kompatibilität
Windows macOS LinuxKategorien
- Image Processing and Computer Vision > Image Processing Toolbox > Image Filtering and Enhancement > Deblurring >
Tags
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!Live Editor erkunden
Erstellen Sie Skripte mit Code, Ausgabe und formatiertem Text in einem einzigen ausführbaren Dokument.
Version | Veröffentlicht | Versionshinweise | |
---|---|---|---|
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 |