Blind image super-resolution with spatially variant degradations

ACM Transactions on Graphics (TOG), pp. 166-13, 2019.

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Keywords:
blind image super-resolution deep learning image super-resolution

Abstract:

Existing deep learning approaches to single image super-resolution have achieved impressive results but mostly assume a setting with fixed pairs of high resolution and low resolution images. However, to robustly address realistic upscaling scenarios where the relation between high resolution and low resolution images is unknown, blind ima...More

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