Search Results for author: Xi Cheng

Found 10 papers, 4 papers with code

Zero-Shot Image Super-Resolution with Depth Guided Internal Degradation Learning

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.

Image Super-Resolution

Fast and Light-Weight Network for Single Frame Structured Illumination Microscopy Super-Resolution

no code implementations17 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.

Denoising Super-Resolution

Multi-scale Dynamic Feature Encoding Network for Image Demoireing

1 code implementation26 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.

Image Restoration

Triple Attention Mixed Link Network for Single Image Super Resolution

no code implementations8 Oct 2018 Xi Cheng, Xiang Li, Jian Yang

Single image super resolution is of great importance as a low-level computer vision task.

Image Super-Resolution

Polynomial Regression As an Alternative to Neural Nets

2 code implementations13 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.


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