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cs.CV2021
Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter Estimation
Noam Elron, Alex Itskovich, Shahar S. Yuval +1
The state of the art in video super-resolution (SR) are techniques based on deep learning, but they perform poorly on real-world videos (see Figure 1). The reason is that training…
cs.CV2020
Blind Image Restoration without Prior Knowledge
Noam Elron, Shahar S. Yuval, Dmitry Rudoy +1
Many image restoration techniques are highly dependent on the degradation used during training, and their performance declines significantly when applied to slightly different inpu…