Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter Estimation

no code implementations • 6 May 2021 • Noam Elron, Alex Itskovich, Shahar S. Yuval, Noam Levy

Deep models are therefore trained to undo downscaling and do not generalize to super-resolving real-world images.

Denoising Tone Mapping +3

Blind Image Restoration without Prior Knowledge

no code implementations • 3 Mar 2020 • Noam Elron, Shahar S. Yuval, Dmitry Rudoy, Noam Levy

In this paper we present the Self-Normalization Side-Chain (SCNC), a novel approach to blind universal restoration in which no prior knowledge of the degradation is needed.

Image Restoration