Search Results for author: Guangsen Liao

Found 2 papers, 1 papers with code

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

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