Search Results for author: Jiahong Fu

Found 2 papers, 2 papers with code

Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration

1 code implementation25 Dec 2023 Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu

In current deep unfolding methods, such a proximal network is generally designed as a CNN architecture, whose necessity has been proven by a recent theory.

Image Restoration

KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution

1 code implementation21 Sep 2022 Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu

Although current deep learning-based methods have gained promising performance in the blind single image super-resolution (SISR) task, most of them mainly focus on heuristically constructing diverse network architectures and put less emphasis on the explicit embedding of the physical generation mechanism between blur kernels and high-resolution (HR) images.

Blind Super-Resolution Image Super-Resolution +1

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