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Filtering by: Creator Lucas, Alice Marie Keyword Image Processing Subject Computer science Subject Electrical engineering

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1. Deep Perceptual Losses and Self-supervised Fine-tuning for Image and Video Super-resolution

Description:: Super-resolution (SR) has become one of the most critical problems in image and video processing. In Chapter 2 of this thesis, a detailed review of existing Deep Learning (DL) techniques for addressing the SR task, with an emphasis on how DL and analytical techniques can be combined, is provided. Chapter...
Keyword:: Image Processing, Video Processing, Deep Learning, and Super-Resolution
Subject:: Electrical engineering and Computer science
Creator:: Lucas, Alice Marie
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 01/21/2021
Date Created:: 2020-01-01
Resource Type:: Dissertation
Alternate Identifier:: http://dissertations.umi.com/northwestern:15076 and etdadmin_upload_741221