no code implementations • ECCV 2020 • Xi Cheng, Zhen-Yong Fu, Jian Yang
In the past few years, we have witnessed the great progress of image super-resolution (SR) thanks to the power of deep learning.
no code implementations • 13 Mar 2023 • Zhiwei Xu, Min Zhou, Xibin Zhao, Yang Chen, Xi Cheng, Hongyu Zhang
The proposed xASTNN has three advantages.
1 code implementation • 31 Oct 2022 • Wing-Fung Ku, Wan-Chi Siu, Xi Cheng, H. Anthony Chan
Have you ever thought that you can be an intelligent painter?
no code implementations • 17 Nov 2021 • Xi Cheng, Jun Li, Qiang Dai, ZhenYong Fu, Jian Yang
In our SF-SIM, we propose a noise estimator which can effectively suppress the noise in the image and enable our method to work under the low light and short exposure environment, without the need for stacking multiple frames for non-local denoising.
no code implementations • 6 May 2020 • Shanxin Yuan, Radu Timofte, Ales Leonardis, Gregory Slabaugh, Xiaotong Luo, Jiangtao Zhang, Yanyun Qu, Ming Hong, Yuan Xie, Cuihua Li, Dejia Xu, Yihao Chu, Qingyan Sun, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Sangmin Kim, Hyungjoon Nam, Jisu Kim, Jechang Jeong, Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee, Bolun Zheng, Xiaohong Liu, Linhui Dai, Jun Chen, Xi Cheng, Zhen-Yong Fu, Jian Yang, Chul Lee, An Gia Vien, Hyunkook Park, Sabari Nathan, M. Parisa Beham, S Mohamed Mansoor Roomi, Florian Lemarchand, Maxime Pelcat, Erwan Nogues, Densen Puthussery, Hrishikesh P. S, Jiji C. V, Ashish Sinha, Xuan Zhao
Track 1 targeted the single image demoireing problem, which seeks to remove moire patterns from a single image.
no code implementations • 8 Nov 2019 • Shanxin Yuan, Radu Timofte, Gregory Slabaugh, Ales Leonardis, Bolun Zheng, Xin Ye, Xiang Tian, Yaowu Chen, Xi Cheng, Zhen-Yong Fu, Jian Yang, Ming Hong, Wenying Lin, Wenjin Yang, Yanyun Qu, Hong-Kyu Shin, Joon-Yeon Kim, Sung-Jea Ko, Hang Dong, Yu Guo, Jie Wang, Xuan Ding, Zongyan Han, Sourya Dipta Das, Kuldeep Purohit, Praveen Kandula, Maitreya Suin, A. N. Rajagopalan
A new dataset, called LCDMoire was created for this challenge, and consists of 10, 200 synthetically generated image pairs (moire and clean ground truth).
1 code implementation • 26 Sep 2019 • Xi Cheng, Zhen-Yong Fu, Jian Yang
The prevalence of digital sensors, such as digital cameras and mobile phones, simplifies the acquisition of photos.
no code implementations • 8 Oct 2018 • Xi Cheng, Xiang Li, Jian Yang
Single image super resolution is of great importance as a low-level computer vision task.
2 code implementations • 13 Jun 2018 • Xi Cheng, Bohdan Khomtchouk, Norman Matloff, Pete Mohanty
Despite the success of neural networks (NNs), there is still a concern among many over their "black box" nature.
1 code implementation • 31 Jan 2018 • Xi Cheng, Xiang Li, Ying Tai, Jian Yang
Single image super resolution is a very important computer vision task, with a wide range of applications.
Ranked #32 on Image Super-Resolution on BSD100 - 4x upscaling