2021
DOI: 10.48550/arxiv.2101.00150
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Multi-Grid Back-Projection Networks

Abstract: Multi-Grid Back-Projection (MGBP) is a fullyconvolutional network architecture that can learn to restore images and videos with upscaling artifacts. Using the same strategy of multi-grid partial differential equation (PDE) solvers this multiscale architecture scales computational complexity efficiently with increasing output resolutions. The basic processing block is inspired in the iterative back-projection (IBP) algorithm and constitutes a type of cross-scale residual block with feedback from low resolution … Show more

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