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…