pmbqa: Projection-based blind point cloud quality assessment via multimodal learning

W Xie, K Wang, Y Ju, M Wang - Proceedings of the 31st ACM …, 2023 - dl.acm.org
With the increasing communication and storage of point cloud data, there is an urgent need
for an effective objective method to measure the quality before and after processing. To …

Lightweight fully connected network-based fast CU size decision for video-based point cloud compression

S Que, Y Li - Computers & Graphics, 2023 - Elsevier
Video-based point cloud compression (V-PCC) utilizes high efficiency video coding (HEVC)
to compress geometry and attribute videos generated from dynamic point cloud projection …

Fast rate-distortion optimization for depth maps in 3-D video coding

J Huo, X Zhou, H Yuan, S Wan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To ensure the fidelity of virtual views, rate-distortion optimization (RDO) criterion for the 3D
extension of the High Efficiency Video Coding (3D-HEVC) is well designed, in which the …

A circle chaos random search strategy particle swarm optimization with its application

X Xiang, X Yan, C Gao, S Zhu, M Xi, H Gao - Computers and Electrical …, 2022 - Elsevier
As a popular optimization, particle swarm optimization has attracted many researcher's
attention and also been successfully applied to solve many real world problems. As …

An action analysis algorithm for teachers based on human pose estimation

Y Ye, J Wang, P He, J Nie, J Xiong, H Gao - Computers and Electrical …, 2023 - Elsevier
Teachers serve as transmitters of cultural knowledge and play a crucial role in ongoing
development and continuity of human society. Analyzing their behavior can assist educators …

Geometric Prior Based Deep Human Point Cloud Geometry Compression

X Wu, P Zhang, M Wang, P Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The emergence of digital avatars has prompted an exponential increase in the demand for
human point clouds with realistic and intricate details. The compression of such data …

NeCGS: Neural Compression for 3D Geometry Sets

S Ren, J Hou, W Wang - arXiv preprint arXiv:2405.15034, 2024 - arxiv.org
This paper explores the problem of effectively compressing 3D geometry sets containing
diverse categories. We make\textit {the first} attempt to tackle this fundamental and …

Enhanced Temporal Consistency for Global Patch Allocation in Video-based Point Cloud Compression

JC Chiang, YT Wu, HY Hsieh… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Video-based point cloud compression (V-PCC) is a promising technique for compressing 3D
point clouds. V-PCC projects the 3D point cloud into patches and encodes the generated 2D …

[HTML][HTML] Supporting Immersive Video Streaming via V2X Communication

CJ Huang, KW Hu, ME Jian, YH Lien, HW Cheng - Electronics, 2024 - mdpi.com
With the rapid advancement of autonomous driving and network technologies, future
vehicles will function as network nodes, facilitating information transmission. Concurrently, in …

[PDF][PDF] 3D-Distortion Based Rate Distortion Optimization for Video-Based Point Cloud Compression.

Y Fu, L Shen, T Chen - KSII Transactions on Internet & Information Systems, 2023 - itiis.org
The state-of-the-art video-based point cloud compression (V-PCC) has a high efficiency of
compressing 3D point cloud by projecting points onto 2D images. These images are then …