CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping

ECCV 2018 Haitian ZhengMengqi JiHaoqian WangYebin LiuLu Fang

The Reference-based Super-resolution (RefSR) super-resolves a low-resolution (LR) image given an external high-resolution (HR) reference image, where the reference image and LR image share similar viewpoint but with significant resolution gap x8. Existing RefSR methods work in a cascaded way such as patch matching followed by synthesis pipeline with two independently defined objective functions, leading to the inter-patch misalignment, grid effect and inefficient optimization... (read more)

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