1 code implementation • 18 Aug 2022 • Hongming Luo, Fei Zhou, Kin-Man Lam, Guoping Qiu
This paper presents a new general video restoration framework for the restoration of user videos shared on social media platforms.
1 code implementation • 2 Mar 2021 • Hongming Luo, Fei Zhou, Guangsen Liao, Guoping Qiu
Based on a mathematical inference model for estimating a clean low-resolution (LR) image and a clean high-resolution (HR) image from a down-sampled and compressed observation, we have designed a CISR architecture consisting of two deep neural network modules: the artefacts removal module (ARM) and the resolution enhancement module (REM).
no code implementations • 7 Jan 2021 • Hongming Luo, Guangsen Liao, Xianxu Hou, Bozhi Liu, Fei Zhou, Guoping Qiu
In this paper, we focus on the problem of translating VHS video to HDTV video and have developed a solution based on a novel unsupervised multi-task adversarial learning model.
no code implementations • 4 Jun 2019 • Xianxu Hou, Hongming Luo, Jingxin Liu, Bolei Xu, Ke Sun, Yuanhao Gong, Bozhi Liu, Guoping Qiu
In this paper, we propose an effective image denoising method by learning two image priors from the perspective of domain alignment.