Quality assessment in the era of large models: A survey

Z Zhang, Y Zhou, C Li, B Zhao, X Liu, G Zhai - arxiv preprint arxiv …, 2024 - arxiv.org
Quality assessment, which evaluates the visual quality level of multimedia experiences, has
garnered significant attention from researchers and has evolved substantially through …

Subjective and objective quality-of-experience assessment for 3d talking heads

Y Zhou, Z Zhang, W Sun, X Liu, X Min… - Proceedings of the 32nd …, 2024 - dl.acm.org
In recent years, immersive communication has emerged as a compelling alternative to
traditional video communication methods. One prospective avenue for immersive …

Assessing uhd image quality from aesthetics, distortions, and saliency

W Sun, W Zhang, Y Cao, L Cao, J Jia, Z Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
UHD images, typically with resolutions equal to or higher than 4K, pose a significant
challenge for efficient image quality assessment (IQA) algorithms, as adopting full-resolution …

3dgcqa: A quality assessment database for 3d ai-generated contents

Y Zhou, Z Zhang, F Wen, J Jia, Y Jiang, X Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
Although 3D generated content (3DGC) offers advantages in reducing production costs and
accelerating design timelines, its quality often falls short when compared to 3D …

Omnidirectional Image Quality Assessment With Mutual Distillation

P Ma, L Liu, C **ao, D Xu - IEEE Transactions on Broadcasting, 2024 - ieeexplore.ieee.org
There exists complementary relationship between different projection formats of
omnidirectional images. However, most existing omnidirectional image quality assessment …

Scoring structure regularized gradient boosting network for blind image quality assessment

L Wang, Q Wu, F Meng, Z Wang, C Wu, H Wei… - Displays, 2025 - Elsevier
Blind image quality assessment (BIQA) aims to quantitatively predict the subjective
perception of the distorted image without accessing its corresponding clean version …

ReLI-QA: A Multidimensional Quality Assessment Dataset for Relighted Human Heads

Y Zhou, Z Zhang, F Wen, J Jia, X Min… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Lighting conditions significantly affect the quality of both real and AI-generated images.
Facial images are particularly sensitive to lighting due to their detailed nature and the …