Browsing by Subject "Image super-resolution"

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(MLE2A2U)-Net: Image super-resolution via multi-level edge embedding and aggregated attentive upsampler network

Mehta, N.; Murala, S. (2022-09-05)

Given a degraded low-resolution input image, super-resolution (SR) aims at restoring the lost textures and structures and generating high-resolution image content. Significant advances in image super-resolution have been ...
MSAR-Net: Multi-scale attention based light-weight image super-resolution

Mehta, N.; Murala, S. (2021-10-25)

Recently, single image super-resolution (SISR), aiming to preserve the lost structural and textural information from the input low resolution image, has witnessed huge demand from the videos and graphics industries. The ...

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