Pi-Cheng Hsiu

Spatiotemporal Super-Resolution with Cross-Task Consistency and Its Semi-supervised Extension

Spatiotemporal super-resolution (SR) aims to upscale both the spatial and temporal dimensions of input videos, and produces videos with higher frame resolutions and rates. It involves two essential sub-tasks: spatial SR and temporal SR. We design a two-stream network for spatiotemporal SR in this wo…