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 …

Face image quality assessment: A literature survey

T Schlett, C Rathgeb, O Henniger, J Galbally… - ACM Computing …, 2022 - dl.acm.org
The performance of face analysis and recognition systems depends on the quality of the
acquired face data, which is influenced by numerous factors. Automatically assessing the …

Adaface: Quality adaptive margin for face recognition

M Kim, AK Jain, X Liu - … of the IEEE/CVF conference on …, 2022 - openaccess.thecvf.com
Recognition in low quality face datasets is challenging because facial attributes are
obscured and degraded. Advances in margin-based loss functions have resulted in …

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 …

Uncertainty-aware blind image quality assessment in the laboratory and wild

W Zhang, K Ma, G Zhai, X Yang - IEEE Transactions on Image …, 2021 - ieeexplore.ieee.org
Performance of blind image quality assessment (BIQA) models has been significantly
boosted by end-to-end optimization of feature engineering and quality regression …

Perceptual image quality assessment with transformers

M Cheon, SJ Yoon, B Kang… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
In this paper, we propose an image quality transformer (IQT) that successfully applies a
transformer architecture to a perceptual full-reference image quality assessment (IQA) task …

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 …

Spherical convolution empowered viewport prediction in 360 video multicast with limited FoV feedback

J Li, L Han, C Zhang, Q Li, Z Liu - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Field of view (FoV) prediction is critical in 360-degree video multicast, which is a key
component of the emerging virtual reality and augmented reality applications. Most of the …

Voxel-based three-view hybrid parallel network for 3D object classification

W Cai, D Liu, X Ning, C Wang, G Xie - Displays, 2021 - Elsevier
Three-dimensional models are widely used in the fields of multimedia, computer graphics,
virtual reality, entertainment, design, and manufacturing because of the rich information that …

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 …