Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
Space-time video super-resolution (STVSR) aims to increase the spatial and temporal resolutions of low-resolution and low-frame-rate videos. Recently, deformable convolution based methods have achieved promising STVSR performance, but they could only infer the intermediate frame pre-defined in the training stage. Besides, these methods undervalued the short-term motion cues among adjacent …