1 code implementation • 8 May 2022 • Hao Hou, Jun Xu, Yingkun Hou, Xiaotao Hu, Benzheng Wei, Dinggang Shen
To better exploit the powerful generative capability of GAN for real-world face SR, in this paper, we establish two independent degradation branches in the forward and backward cycle-consistent reconstruction processes, respectively, while the two processes share the same restoration branch.
no code implementations • 13 Jun 2021 • Hao Hou, Yingkun Hou, Yuxuan Shi, Benzheng Wei, Jun Xu
Then a minimum fusion strategy on the results of these two transforms is utilized to achieve more natural illumination component enhancement.
1 code implementation • 17 Jun 2019 • Yingkun Hou, Jun Xu, Mingxia Liu, Guanghai Liu, Li Liu, Fan Zhu, Ling Shao
This is motivated by the fact that finding closely similar pixels is more feasible than similar patches in natural images, which can be used to enhance image denoising performance.
1 code implementation • 16 Jun 2019 • Jun Xu, Yingkun Hou, Dongwei Ren, Li Liu, Fan Zhu, Mengyang Yu, Haoqian Wang, Ling Shao
A novel Structure and Texture Aware Retinex (STAR) model is further proposed for illumination and reflectance decomposition of a single image.