The propose spatio-temporal attention module.

Abstract

The spatial features of adjacent slices explored by spatial exploration block (SEB) and the temporal features of target and neighbor slices explored by temporal exploration block (TEB). Spatial and temporal features are concatenated and enhanced to construct better HR features and the next LR features produced by downsampling block (DB) for the next module.</p