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Problem Addressed

Existing super-resolution (SR) algorithms used to upsample low-resolution videos focus more on the visual quality of upsampled video frames rather than the real-time processing capability. The computation cost required to process upsampled video frames causes a bottleneck to running these algorithms in real-time. The inventors demonstrate an effective technique that promotes faster video super-resolution with negligible computation cost.