Search Results for author: Hongming Luo

Found 4 papers, 2 papers with code

Restoration of User Videos Shared on Social Media

1 code implementation18 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.

Video Restoration

Super-resolving Compressed Images via Parallel and Series Integration of Artifact Reduction and Resolution Enhancement

1 code implementation2 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).

Compressed Image Super-resolution Image Super-Resolution

VHS to HDTV Video Translation using Multi-task Adversarial Learning

no code implementations7 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.

Generative Adversarial Network Super-Resolution +1

Learning Deep Image Priors for Blind Image Denoising

no code implementations4 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.

Image Denoising SSIM

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