Diffusion-driven Regularization Functional

Version 1.2.0.0 (3,01 ko) par Baraka Maiseli
This function addresses the ill-posedness of the super-resolution problem
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Mise à jour 24 jan. 2015

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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.

Citation pour cette source

Baraka Maiseli (2024). Diffusion-driven Regularization Functional (https://www.mathworks.com/matlabcentral/fileexchange/49140-diffusion-driven-regularization-functional), MATLAB Central File Exchange. Extrait(e) le .

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Créé avec R2014b
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Version Publié le Notes de version
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