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 …

A review of QoE research progress in metaverse

G Zheng, L Yuan - Displays, 2023 - Elsevier
Metaverse is a virtual world that maps and interacts with the real world. It is a digital living
space with a new social system created through Virtual Reality (VR), Augmented Reality …

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 …

Agiqa-3k: An open database for ai-generated image quality assessment

C Li, Z Zhang, H Wu, W Sun, X Min… - … on Circuits and …, 2023 - ieeexplore.ieee.org
With the rapid advancements of the text-to-image generative model, AI-generated images
(AGIs) have been widely applied to entertainment, education, social media, etc. However …

Quality-aware pre-trained models for blind image quality assessment

K Zhao, K Yuan, M Sun, M Li… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Blind image quality assessment (BIQA) aims to automatically evaluate the perceived quality
of a single image, whose performance has been improved by deep learning-based methods …

NTIRE 2024 quality assessment of AI-generated content challenge

X Liu, X Min, G Zhai, C Li, T Kou… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper reports on the NTIRE 2024 Quality Assessment of AI-Generated Content
Challenge which will be held in conjunction with the New Trends in Image Restoration and …

No-reference quality assessment for 3d colored point cloud and mesh models

Z Zhang, W Sun, X Min, T Wang, W Lu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To improve the viewer's Quality of Experience (QoE) and optimize computer graphics
applications, 3D model quality assessment (3D-QA) has become an important task in the …

Exploring rich subjective quality information for image quality assessment in the wild

X Min, Y Gao, Y Cao, G Zhai, W Zhang, H Sun… - arxiv preprint arxiv …, 2024 - arxiv.org
Traditional in the wild image quality assessment (IQA) models are generally trained with the
quality labels of mean opinion score (MOS), while missing the rich subjective quality …

Multimodal hierarchical CNN feature fusion for stress detection

R Kuttala, R Subramanian, VRM Oruganti - IEEE Access, 2023 - ieeexplore.ieee.org
Stress is one of the most severe concerns in modern life. High-level stress can create
various diseases or loss of focus and productivity at work. Being under stress prevents …

Aigc-vqa: A holistic perception metric for aigc video quality assessment

Y Lu, X Li, B Li, Z Yu, F Guan, X Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
With the development of generative models such as the diffusion model and auto-regressive
model AI-generated content (AIGC) is experiencing an explosive growth. Moreover existing …