BriefGPT.xyz
Mar, 2020
闭环问题:用双回归网络实现单幅图像超分辨率
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution
HTML
PDF
Yong Guo, Jian Chen, Jingdong Wang, Qi Chen, Jiezhang Cao...
TL;DR
该研究提出了一种双重回归方案,通过从低分辨率图像到高分辨率图像的映射和从低分辨率图像估计唯一的下采样核并重建低分辨率图像的过程来降低可能函数的空间,从而提高图像超分辨率任务中的性能。
Abstract
deep neural networks
have exhibited promising performance in
image super-resolution
(SR) by learning a nonlinear
mapping function
from low
→