Zhixiang Nie

Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-resolution

Existing space-time video super-resolution (ST-VSR) methods fail to achieve high-quality reconstruction since they fail to fully explore the spatial-temporal correlations, long-range components in particular. Although the recurrent structure for ST-VSR adopts bidirectional propagation to aggregate i…