My question is related to downscaling procedure applied to coarse spatial resolution images with short revisit time. Apart from machine learning algorithms which include different predictors for land surface temperature sharpening, I would like to know if I could apply a deep learning technique in order to increase my modelling performance.
Paulina Bartkowiak,
I am assuming that your question relates to using a deep learning architecture as opposed to SVM or RVM's on down scaling? or am I missing the point of the question?
Let me know
Arturo Geigel ,
Yes, my question exactly relates to that what you said.
Based on similar domain (super resolution) applications it is worth pursuing. I would suggest that you include a comparison study since I could not find a reference directly detailing your proposal (my search was not exhaustive though).
I wish you the best on your research and keep me informed
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