Boundary-aware Decoupled Flow Networks for Realistic and Visually Pleasing Extreme Image Rescaling

The proposed Boundary-aware Decoupled Flow Networks (BDFlow) effectively preserves semantic boundary information and texture details by decoupling high-frequency information into non-semantic Gaussian distribution and semantic Boundary distribution during the image rescaling process.