Perceptual video quality assessment: A survey

X Min, H Duan, W Sun, Y Zhu, G Zhai - Science China Information …, 2024 - Springer
Perceptual video quality assessment plays a vital role in the field of video processing due to
the existence of quality degradations introduced in various stages of video signal …

AIS 2024 challenge on video quality assessment of user-generated content: Methods and results

MV Conde, S Zadtootaghaj, N Barman… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper reviews the AIS 2024 Video Quality Assessment (VQA) Challenge focused on
User-Generated Content (UGC). The aim of this challenge is to gather deep learning-based …

A deep learning based no-reference quality assessment model for ugc videos

W Sun, X Min, W Lu, G Zhai - Proceedings of the 30th ACM International …, 2022 - dl.acm.org
Quality assessment for User Generated Content (UGC) videos plays an important role in
ensuring the viewing experience of end-users. Previous UGC video quality assessment …

COVER: A comprehensive video quality evaluator

C He, Q Zheng, R Zhu, X Zeng… - Proceedings of the …, 2024 - openaccess.thecvf.com
Video quality assessment especially for a massive scale of user-generated content is an
essential yet challenging computer vision and video analysis problem. Prior methods have …

Conviqt: Contrastive video quality estimator

PC Madhusudana, N Birkbeck, Y Wang… - … on Image Processing, 2023 - ieeexplore.ieee.org
Perceptual video quality assessment (VQA) is an integral component of many streaming and
video sharing platforms. Here we consider the problem of learning perceptually relevant …

Subjective and Objective Quality Assessment of Rendered Human Avatar Videos in Virtual Reality

YC Chen, A Saha, A Chapiro, C Häne… - … on Image Processing, 2024 - ieeexplore.ieee.org
We study the visual quality judgments of human subjects on digital human avatars
(sometimes referred to as “holograms” in the parlance of virtual reality [VR] and augmented …

A completely blind video quality evaluator

Q Zheng, Z Tu, X Zeng, AC Bovik… - IEEE Signal Processing …, 2022 - ieeexplore.ieee.org
Automatic video quality assessment of user-generated content (UGC) has gained increased
interest recently, due to the ubiquity of shared video clips uploaded and circulated on social …

Perceptual video quality assessment: The journey continues!

A Saha, SK Pentapati, Z Shang, R Pahwa… - Frontiers in Signal …, 2023 - frontiersin.org
Perceptual Video Quality Assessment (VQA) is one of the most fundamental and challenging
problems in the field of Video Engineering. Along with video compression, it has become …

Tqp: An efficient video quality assessment framework for adaptive bitrate video streaming

MA Aslam, X Wei, N Ahmed, G Saleem… - IEEE …, 2024 - ieeexplore.ieee.org
The increasing popularity of video streaming services and the widespread accessibility of
high-speed internet underscore the importance of delivering cost-effective and seamless …

Blind Video Quality Prediction by Uncovering Human Video Perceptual Representation

L Liao, K Xu, H Wu, C Chen, W Sun… - … on Image Processing, 2024 - ieeexplore.ieee.org
Blind video quality assessment (VQA) has become an increasingly demanding problem in
automatically assessing the quality of ever-growing in-the-wild videos. Although efforts have …