Video super-resolution
Generating high-resolution video frames from given low-resolution ones / From Wikipedia, the free encyclopedia
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This article is about video frame restoration technique. For video upscaling tool by Nvidia, see Video Super Resolution.
Video super-resolution (VSR) is the process of generating high-resolution video frames from the given low-resolution video frames. Unlike single-image super-resolution (SISR), the main goal is not only to restore more fine details while saving coarse ones, but also to preserve motion consistency.
There are many approaches for this task, but this problem still remains to be popular and challenging.