Gpa-net: No-reference point cloud quality assessment with multi-task graph convolutional network

Z Shan, Q Yang, R Ye, Y Zhang, Y Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the rapid development of 3D vision, point cloud has become an increasingly popular
3D visual media content. Due to the irregular structure, point cloud has posed novel …

Bitstream-based perceptual quality assessment of compressed 3d point clouds

H Su, Q Liu, Y Liu, H Yuan, H Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the increasing demand of compressing and streaming 3D point clouds under
constrained bandwidth, it has become ever more important to accurately and efficiently …

New challenges in point cloud visual quality assessment: a systematic review

A Tious, T Vigier, V Ricordel - Frontiers in Signal Processing, 2024 - frontiersin.org
The compression, transmission and rendering of point clouds is essential for many use
cases, notably immersive experience settings in eXtended Reality, telepresence and real …

Subjective and objective quality assessment for in-the-wild computer graphics images

Z Zhang, W Sun, Y Zhou, J Jia, Z Zhang, J Liu… - ACM Transactions on …, 2023 - dl.acm.org
Computer graphics images (CGIs) are artificially generated by means of computer programs
and are widely perceived under various scenarios, such as games, streaming media, etc. In …

Evaluating point cloud from moving camera videos: A no-reference metric

Z Zhang, W Sun, Y Zhu, X Min, W Wu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Point cloud is one of the most widely used digital representation formats for three-
dimensional (3D) contents, the visual quality of which may suffer from noise and geometric …

Advancing zero-shot digital human quality assessment through text-prompted evaluation

Z Zhang, W Sun, Y Zhou, H Wu, C Li, X Min… - arXiv preprint arXiv …, 2023 - arxiv.org
Digital humans have witnessed extensive applications in various domains, necessitating
related quality assessment studies. However, there is a lack of comprehensive digital human …

A Reduced-Reference Quality Assessment Metric for Textured Mesh Digital Humans

Z Zhang, Y Zhou, C Li, K Fu, W Sun… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
In an era where 3D Digital Humans (DHs) are becoming increasingly prevalent in fields like
gaming, automotive, and the metaverse, the demand for high DH visual quality is rising. This …

Perceptual quality assessment for digital human heads

Z Zhang, Y Zhou, W Sun, X Min, Y Wu… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Digital humans are attracting more and more research interest during the last decade, the
generation, representation, rendering, and animation of which have been put into large …

Ms-pcqe: Efficient no-reference point cloud quality evaluation via multi-scale interaction module in immersive communications

X Chai, F Shao - IEEE Transactions on Consumer Electronics, 2024 - ieeexplore.ieee.org
The evaluation of the quality experience in 3D visual media is increasingly crucial, as user
experience plays a pivotal role in the commercial success of immersive displays for …

Gms-3dqa: Projection-based grid mini-patch sampling for 3d model quality assessment

Z Zhang, W Sun, H Wu, Y Zhou, C Li, Z Chen… - ACM Transactions on …, 2024 - dl.acm.org
Nowadays, most three-dimensional model quality assessment (3DQA) methods have been
aimed at improving accuracy. However, little attention has been paid to the computational …