Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network · HackerPapers discussions

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network — mentioned by akarve

Fri, 20 Jul 2018 23:48:58 GMT

Quilt isn't doing the inference (the PyTorch model is). But, in any case, no. Super-resolution is more than blurring, it's pixel inference. https://arxiv.org/abs/1609.05158

Paper and discussion history. A mention is not an endorsement.

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network — mentioned by trustswz

Sat, 01 Oct 2016 23:21:11 GMT

If you are interested in how it compares to bicubic or the original. Check these papers using the sub pixel convolutional layer: https://arxiv.org/abs/1609.05158 https://arxiv.org/abs/1609.04802.

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