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What is: BasicVSR?

SourceBasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

BasicVSR is a video super-resolution pipeline including optical flow and residual blocks. It adopts a typical bidirectional recurrent network. The upsampling module UU contains multiple pixel-shuffle and convolutions. In the Figure, red and blue colors represent the backward and forward propagations, respectively. The propagation branches contain only generic components. S,WS, W, and RR refer to the flow estimation module, spatial warping module, and residual blocks, respectively.