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 …

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 …

UVG dataset: 50/120fps 4K sequences for video codec analysis and development

A Mercat, M Viitanen, J Vanne - … of the 11th ACM Multimedia Systems …, 2020 - dl.acm.org
This paper provides an overview of our open Ultra Video Group (UVG) dataset that is
composed of 16 versatile 4K (3840× 2160) test video sequences. These natural sequences …

Quality assessment of in-the-wild videos

D Li, T Jiang, M Jiang - Proceedings of the 27th ACM international …, 2019 - dl.acm.org
Quality assessment of in-the-wild videos is a challenging problem because of the absence
of reference videos and shooting distortions. Knowledge of the human visual system can …

Unified quality assessment of in-the-wild videos with mixed datasets training

D Li, T Jiang, M Jiang - International Journal of Computer Vision, 2021 - Springer
Video quality assessment (VQA) is an important problem in computer vision. The videos in
computer vision applications are usually captured in the wild. We focus on automatically …

MFQE 2.0: A new approach for multi-frame quality enhancement on compressed video

Z Guan, Q **ng, M Xu, R Yang, T Liu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
The past few years have witnessed great success in applying deep learning to enhance the
quality of compressed image/video. The existing approaches mainly focus on enhancing the …

Study of subjective and objective quality assessment of audio-visual signals

X Min, G Zhai, J Zhou, MCQ Farias… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The topics of visual and audio quality assessment (QA) have been widely researched for
decades, yet nearly all of this prior work has focused only on single-mode visual or audio …

QoE modeling for HTTP adaptive video streaming–a survey and open challenges

N Barman, MG Martini - Ieee Access, 2019 - ieeexplore.ieee.org
With the recent increased usage of video services, the focus has recently shifted from the
traditional quality of service-based video delivery to quality of experience (QoE)-based video …

BVI-DVC: A training database for deep video compression

D Ma, F Zhang, DR Bull - IEEE Transactions on Multimedia, 2021 - ieeexplore.ieee.org
Deep learning methods are increasingly being applied in the optimisation of video
compression algorithms and can achieve significantly enhanced coding gains, compared to …

Rich features for perceptual quality assessment of UGC videos

Y Wang, J Ke, H Talebi, JG Yim… - Proceedings of the …, 2021 - openaccess.thecvf.com
Video quality assessment for User Generated Content (UGC) is an important topic in both
industry and academia. Most existing methods only focus on one aspect of the perceptual …