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residual maps

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Kuaishou Audio & Video Technology
Kuaishou Audio & Video Technology
Apr 22, 2022 · Artificial Intelligence

How Temporal Residual Modeling Boosts Video Super‑Resolution Performance

This article introduces a novel video super‑resolution framework that unifies low‑ and high‑resolution temporal modeling using adjacent‑frame residual maps, achieving state‑of‑the‑art results on multiple benchmarks while maintaining high speed and flexibility.

computer visiondeep learningresidual maps
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How Temporal Residual Modeling Boosts Video Super‑Resolution Performance