FMA-Net: A Novel Flow-Guided Dynamic Filtering and Iterative Feature Refinement Framework for Joint Video Super-Resolution and Deblurring

The proposed FMA-Net framework effectively handles spatio-temporally-variant degradations in blurry low-resolution videos through flow-guided dynamic filtering and iterative feature refinement with multi-attention.