2021
BlockCopy: High-Resolution Video Processing With Block-Sparse Feature Propagation and Online Policies
ICCV 2021poster
In this paper we propose BlockCopy, a scheme that accelerates pretrained frame-based CNNs to process video more efficiently, compared to standard frame-by-frame processing. To this end, a lightweight policy network determines important regions in an image, and operations are applied on selected regi…