Multi-Kernel Deformable 3D Convolution for Video Super-Resolution

Video super-resolution (VSR) methods align and fuse consecutive low-resolution frames to generate high-resolution frames. One of the main difficulties for the VSR process is that video contains various motions, and the accuracy of motion estimation dramatically affects the quality of video restorati...

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Bibliographic Details
Main Author: Dou, Tianyu
Other Authors: Zhao, Jiying
Format: Others
Language:en
Published: Université d'Ottawa / University of Ottawa 2021
Subjects:
CNN
Online Access:http://hdl.handle.net/10393/42682
http://dx.doi.org/10.20381/ruor-26901