[HTML][HTML] The state-of-the-art in computer generated holography for 3D display

D Blinder, T Birnbaum, T Ito… - Light: Advanced …, 2022 - light-am.com
Holographic displays have the promise to be the ultimate 3D display technology, able to
account for all visual cues. Recent advances in photonics and electronics gave rise to high …

Perceptual quality assessment of colored 3D point clouds

Q Liu, H Su, Z Duanmu, W Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
3D point clouds have found a wide variety of applications in multimedia processing, remote
sensing, and scientific computing. Although most point cloud processing systems are …

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 …

Point cloud quality assessment: Dataset construction and learning-based no-reference metric

Y Liu, Q Yang, Y Xu, L Yang - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Full-reference (FR) point cloud quality assessment (PCQA) has achieved impressive
progress in recent years. However, in many cases, obtaining the reference point clouds is …

Lcpformer: Towards effective 3d point cloud analysis via local context propagation in transformers

Z Huang, Z Zhao, B Li, J Han - IEEE Transactions on Circuits …, 2023 - ieeexplore.ieee.org
Transformer with its underlying attention mechanism and the ability to capture long-range
dependencies makes it become a natural choice for unordered point cloud data. However …

No-reference point cloud quality assessment via domain adaptation

Q Yang, Y Liu, S Chen, Y Xu… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
We present a novel no-reference quality assessment metric, the image transferred point
cloud quality assessment (IT-PCQA), for 3D point clouds. For quality assessment, deep …

Mm-pcqa: Multi-modal learning for no-reference point cloud quality assessment

Z Zhang, W Sun, X Min, Q Zhou, J He, Q Wang… - arXiv preprint arXiv …, 2022 - arxiv.org
The visual quality of point clouds has been greatly emphasized since the ever-increasing 3D
vision applications are expected to provide cost-effective and high-quality experiences for …

IV-PSNR—the objective quality metric for immersive video applications

A Dziembowski, D Mieloch… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper presents a new objective quality metric that was adapted to the complex
characteristics of immersive video (IV) which is prone to errors caused by processing and …

GQE-Net: a graph-based quality enhancement network for point cloud color attribute

J Xing, H Yuan, R Hamzaoui, H Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent years, point clouds have become increasingly popular for representing three-
dimensional (3D) visual objects and scenes. To efficiently store and transmit point clouds …

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 …