Resolution-Aware Network for Image Super-Resolution

IEEE Transactions on Circuits and Systems for Video Technology, pp. 1259-1269, 2019.

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Abstract:

In existing deep network-based image super-resolution (SR) methods, each network is only trained for a fixed upscaling factor and can hardly generalize to unseen factors at test time, which is non-scalable in real applications. To mitigate this issue, this paper proposes a resolution-aware network (RAN) for simultaneous SR of multiple fac...More

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