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PCAC-GAN:A sparse-tensor-based generative adversarial network for 3D point cloud attribute compression

Xiaolong Mao Hui Yuan Xin Lu Raouf Hamzaoui Wei Gao

计算可视媒体(英文)2025,Vol.11Issue(5):939-951,13.
计算可视媒体(英文)2025,Vol.11Issue(5):939-951,13.DOI:10.26599/CVM.2025.9450409

PCAC-GAN:A sparse-tensor-based generative adversarial network for 3D point cloud attribute compression

PCAC-GAN:A sparse-tensor-based generative adversarial network for 3D point cloud attribute compression

Xiaolong Mao 1Hui Yuan 2Xin Lu 3Raouf Hamzaoui 4Wei Gao5

作者信息

  • 1. School of Software,Shandong University,Jinan 250100,China
  • 2. School of Control Science and Engineering,Shandong University,Key Laboratory of Machine Intelligence and System Control,Ministry of Education,Jinan 250100,China
  • 3. School of Computer Science and Informatics,De Montfort University,Leicester LEI 9BH,UK
  • 4. School of Engineering and Sustainable Development,De Montfort University,Leicester LEI 9BH,UK
  • 5. School of Electronic and Computer Engineering,Peking University,Shenzhen 518055,China
  • 折叠

摘要

关键词

point clouds/attribute compression/generative adversarial network(GAN)/sparse convolution

Key words

point clouds/attribute compression/generative adversarial network(GAN)/sparse convolution

引用本文复制引用

Xiaolong Mao,Hui Yuan,Xin Lu,Raouf Hamzaoui,Wei Gao..PCAC-GAN:A sparse-tensor-based generative adversarial network for 3D point cloud attribute compression[J].计算可视媒体(英文),2025,11(5):939-951,13.

基金项目

This work was supported in part by the National Natural Science Foundation of China under Grants 62222110,62172259,62571303,and the High-end Foreign Experts Recruitment Plan of Chinese Ministry of Science and Technology under Grant G2023150003L,the exchange project of the Royal Society and the National Natural Science Foundation of China under Grant 62311530104(IEC\NSFC\223076),the Taishan Scholar Project of Shandong Province(tsqn202103001),and the Natural Science Foundation of Shandong Province under Grant ZR2022ZD38. (IEC\NSFC\223076)

计算可视媒体(英文)

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