Search Results for author: Farzad Toutounchi

Found 3 papers, 1 papers with code

Advanced Super-Resolution using Lossless Pooling Convolutional Networks

1 code implementation14 Dec 2018 Farzad Toutounchi, Ebroul Izquierdo

In this paper, we present a novel deep learning-based approach for still image super-resolution, that unlike the mainstream models does not rely solely on the input low resolution image for high quality upsampling, and takes advantage of a set of artificially created auxiliary self-replicas of the input image that are incorporated in the neural network to create an enhanced and accurate upscaling scheme.

Image Super-Resolution

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