论文阅读:EDVR: Video Restoration with Enhanced Deformable Convolutional Networks
Abstract **1.benchmark:**REDS is released in the NTIRE19 Challenge,contain larger and more complex motions 2.难点: (1)align multiple frames given large motions (2)effectively fuse(融合) different frames with diverse motion and blur。 3.方法 :Enhanced Deformable convolutions, (1)a Pyramid, Cascading and Deformable (PCD) alignment module, in which frame alignment is done at the feature level using deformable convolutions in a coarse-to-fine manner (2)a Temporal and Spatial Attention (TSA) fusion module to emphasize important features for subsequent restoration. 4.代码 : https://github.com/xinntao/EDVR .