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Bringing Blurry Images Alive: High-Quality Image Restoration and Video Reconstruction

Pan, Liyuan


Consumer-level cameras are affordable for customers. While handy and easy to use, images and videos are likely to suffer from motion blur effect, especially under low-lighting conditions. Moreover, it is rather difficult to take high frame-rate videos due to the hardware limitations of conventional RGB-sensors. Therefore, our thesis mainly focuses on restoring high-quality (sharp, and high frame-rate) images and videos, from the low-quality (blur, and low frame-rate) ones for better practical...[Show more]

CollectionsOpen Access Theses
Date published: 2021
Type: Thesis (PhD)
DOI: 10.25911/4ZJG-V008


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