no code implementations • 20 Dec 2023 • Yuhui Wu, Guoqing Wang, Zhiwen Wang, Yang Yang, Tianyu Li, Peng Wang, Chongyi Li, Heng Tao Shen
Low-light image enhancement (LLIE) has achieved promising performance by employing conditional diffusion models.
1 code implementation • CVPR 2023 • Yuhui Wu, Chen Pan, Guoqing Wang, Yang Yang, Jiwei Wei, Chongyi Li, Heng Tao Shen
To address this issue, we propose a novel semantic-aware knowledge-guided framework (SKF) that can assist a low-light enhancement model in learning rich and diverse priors encapsulated in a semantic segmentation model.
Ranked #3 on Low-Light Image Enhancement on LOLv2
1 code implementation • 22 Nov 2022 • Yuhui Wu, Zhu Liu, JinYuan Liu, Xin Fan, Risheng Liu
To address these challenges, in this letter, we develop a semantic-level fusion network to sufficiently utilize the semantic guidance, emancipating the experimental designed fusion rules.