Super Resolution


Super resolution is the process of upscaling and or improving the details within an image.

Overview

Deep Learning for Image Super-resolution: A Survey
This article aims to provide a comprehensive survey on recent advances of image super-resolution using deep learning approaches.
super-resolution computer-vision survey research

Tutorials

Deep Learning Based Super Resolution, Without Using a GAN
Techniques and training a deep learning model for image improvement, image restoration, inpainting and super resolution.
super-resolution image-restoration inpainting image-improvement
HighRes-net: Multi-Frame Super-Resolution of satellite imagery
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin ...
super-resolution multi-frame-super-resolution earth-observation satellite-imagery
Table of Contents
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