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[University of Ljubljana] [Faculty of Mech Eng]
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Possible uses of Super-resolution and it's potentials
 
Possible uses of Super-resolution and it's potentials
 
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Abstract
It is possible to reconstruct an image with an improved resolution from multiple shifted images. The field of Super-resolution is already well developed. The purpose of this assignement is to review existing methods (what is achievable, the main problems, etc.) and to program code for a selected method in the python environment. During the assignment the student will get familiarized with image processing methods, such as image interpretation, optical flow, 2D interpolation and image sharpening using deconvolution, with an emphasis on the later two. The student is also expected to consider possible alternative uses for the Super-resolution.
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