Super-resolution Using Constrained Deep Texture Synthesis

    arXiv: Computer Vision and Pattern Recognition, Volume abs/1701.07604, 2017.

    Cited by: 4|Bibtex|Views9|Links
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    Abstract:

    Hallucinating high frequency image details in single image super-resolution is a challenging task. Traditional super-resolution methods tend to produce oversmoothed output images due to the ambiguity in mapping between low and high resolution patches. We build on recent success in deep learning based texture synthesis and show that this r...More

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