Perceptual image quality assessment: a survey

G Zhai, X Min - Science China Information Sciences, 2020 - Springer
Perceptual quality assessment plays a vital role in the visual communication systems owing
to the existence of quality degradations introduced in various stages of visual signal …

Screen content quality assessment: Overview, benchmark, and beyond

X Min, K Gu, G Zhai, X Yang, W Zhang… - ACM Computing …, 2021 - dl.acm.org
Screen content, which is often computer-generated, has many characteristics distinctly
different from conventional camera-captured natural scene content. Such characteristic …

Topiq: A top-down approach from semantics to distortions for image quality assessment

C Chen, J Mo, J Hou, H Wu, L Liao… - … on Image Processing, 2024 - ieeexplore.ieee.org
Image Quality Assessment (IQA) is a fundamental task in computer vision that has witnessed
remarkable progress with deep neural networks. Inspired by the characteristics of the human …

Attention-guided neural networks for full-reference and no-reference audio-visual quality assessment

Y Cao, X Min, W Sun, G Zhai - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
With the popularity of mobile Internet, audio and video (A/V) have become the main way for
people to entertain and socialize daily. However, in order to reduce the cost of media …

Point cloud quality assessment: Dataset construction and learning-based no-reference metric

Y Liu, Q Yang, Y Xu, L Yang - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Full-reference (FR) point cloud quality assessment (PCQA) has achieved impressive
progress in recent years. However, in many cases, obtaining the reference point clouds is …

Perceptual quality assessment of low-light image enhancement

G Zhai, W Sun, X Min, J Zhou - ACM Transactions on Multimedia …, 2021 - dl.acm.org
Low-light image enhancement algorithms (LIEA) can light up images captured in dark or
back-lighting conditions. However, LIEA may introduce various distortions such as structure …

A tutorial on immersive video delivery: From omnidirectional video to holography

J van der Hooft, H Amirpour, MT Vega… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Video services are evolving from traditional two-dimensional video to virtual reality and
holograms, which offer six degrees of freedom to users, enabling them to freely move …

Deep neural network for blind visual quality assessment of 4K content

W Lu, W Sun, X Min, W Zhu, Q Zhou… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The 4K content can deliver a more immersive visual experience to consumers due to the
huge improvement in spatial resolution. However, the high spatial resolution brings a great …

Stitched wide field of view light field image quality assessment: Benchmark database and objective metric

Y Cui, G Jiang, M Yu, Y Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the limitation of commercial light field camera hardware devices, the imaging field of
view is quite narrow. Numerous Light Field Image (LFI) stitching algorithms have been …

QoE enhancement of the industrial metaverse based on Mixed Reality application optimization

S Liu, J Xie, X Wang - Displays, 2023 - Elsevier
As a comprehensive integration of many new-generation information technologies, the
metaverse has become a research hotspot that has attracted much attention. As a part of the …