Convolutional neural network based super-resolution for mobile devices

Super-resolution is a challenging problem of restoring details lost to diffraction in the image capturing process. Degradations from the environment and the imaging device increase its difficulty, and they are strongly present in mobile phone cameras. The latest promising approaches involve convolut...

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Bibliographic Details
Main Author: Nyrönen, P. (Pekka)
Format: Dissertation
Language:English
Published: University of Oulu 2018
Online Access:http://urn.fi/URN:NBN:fi:oulu-201812083250
http://nbn-resolving.de/urn:nbn:fi:oulu-201812083250