Hello. I am trying to find practical implementations for image super resolution using unsupervised learning on MATLAB. So far I am only able to find generic examples like K-means for data classification and such, but I am specifically looking for image super resolution. Does anyone know any useful resources?
Thank you!
Dear Nour Aburaed
Try these links:
https://www.mathworks.com/help/images/single-image-super-resolution-using-deep-learning.html
https://github.com/ptkin/Awesome-Super-Resolution
What about this one?
https://nl.mathworks.com/help/images/single-image-super-resolution-using-deep-learning.html
The example shows how to train a Very-Deep Super-Resolution neural network, then use a VDSR network to estimate a high-resolution image from a single low-resolution image.
Sara Atito Ali Ahmed thank you for taking time to answer. This one is supervised. I am searching for unsupervised.
yes, you can find lots of examples in MATLAB File Exchange by searching whatever you want. Here I provided the link
https://in.mathworks.com/matlabcentral/fileexchange/
Thank you for your answer Mr. Srinivas Talasila
I have already searched in File Exchange and I found unsupervised algorithms for sorting and classification and other tasks, but there is nothing for unsupervised super resolution.
Dear Nour Aburaed
Try these links:
https://www.mathworks.com/help/images/single-image-super-resolution-using-deep-learning.html
https://github.com/ptkin/Awesome-Super-Resolution
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