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Image Super-Resolution Using Deep Convolutional Networks

We propose a deep learning method for single image super-resolution (SR). Our method directly learns an end-to-end mapping between the low/high-resolution images. The mapping is represented as a deep convolutional neural network (CNN) that takes the low-resolution image as the input and outputs the high-resolution one.

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Edits on 6 Apr, 2022
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micky colby
edited on 6 Apr, 2022
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Image Super-Resolution Using Deep Convolutional Networks

We propose a deep learning method for single image super-resolution (SR). Our method directly learns an end-to-end mapping between the low/high-resolution images. The mapping is represented as a deep convolutional neural network (CNN) that takes the low-resolution image as the input and outputs the high-resolution one.

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Repository
https://github.com/nagadomi/waifu2xhttps://github.com/tegg89/SRCNN-Tensorflowhttps://github.com/titu1994/Image-Super-Resolution
Website
https://arxiv.org/abs/1501.00092v3https://arxiv.org/pdf/1501.00092v3.pdf
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December 31, 2014

Image Super-Resolution Using Deep Convolutional Networks
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micky colby profile picture
micky colby
created this topic on 6 Apr, 2022
Edits made to:
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 Image Super-Resolution Using Deep Convolutional Networks

We propose a deep learning method for single image super-resolution (SR). Our method directly learns an end-to-end mapping between the low/high-resolution images. The mapping is represented as a deep convolutional neural network (CNN) that takes the low-resolution image as the input and outputs the high-resolution one.

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