no code implementations • ICML 2020 • Xiangyu Xu, Yongrui Ma, Wenxiu Sun
In this work, we propose to learn the weight matrix for joint image filtering.
no code implementations • 26 Mar 2021 • Xiaohong Liu, Yongrui Ma, Zhihao Shi, Linhui Dai, Jun Chen
We develop a new physical model for the rain effect and show that the well-known atmosphere scattering model (ASM) for the haze effect naturally emerges as its homogeneous continuous limit.
1 code implementation • 2 Feb 2021 • Xiangyu Xu, Yongrui Ma, Wenxiu Sun, Ming-Hsuan Yang
In this paper, we study the problem of real-scene single image super-resolution to bridge the gap between synthetic data and real captured images.
1 code implementation • ICCV 2019 • Xiaohong Liu, Yongrui Ma, Zhihao Shi, Jun Chen
The proposed hazing method does not rely on the atmosphere scattering model, and we provide an explanation as to why it is not necessarily beneficial to take advantage of the dimension reduction offered by the atmosphere scattering model for image dehazing, even if only the dehazing results on synthetic images are concerned.
Ranked #4 on Image Dehazing on RS-Haze
1 code implementation • CVPR 2019 • Xiangyu Xu, Yongrui Ma, Wenxiu Sun
Most existing super-resolution methods do not perform well in real scenarios due to lack of realistic training data and information loss of the model input.