A Review of Deep Learning Based Image Super-resolution Techniques. (arXiv:2201.10521v1 [cs.CV])

Web: http://arxiv.org/abs/2201.10521

Image super-resolution technology is the process of obtaining high-resolution
images from one or more low-resolution images. With the development of deep
learning, image super-resolution technology based on deep learning method is
emerging. This paper reviews the research progress of the application of depth
learning method in the field of image super-resolution, introduces this kind of
super-resolution work from several aspects, and looks forward to the further
application of depth learning method in the field of image super-resolution. By
collecting and …

arxiv cv deep deep learning learning review