Transformer and Upsampling-Based Point Cloud Compression

Author:

Zhang Junteng1,Liu Gexin1,Ding Dandan1,Ma Zhan2

Affiliation:

1. Hangzhou Normal University, Hangzhou, China

2. Nanjing University, Nanjing, China

Funder

National Natural Science Foundation of China

Zhejiang Provincial Natural Science Foundation of China

Publisher

ACM

Reference37 articles.

1. Johannes Ballé , David Minnen , Saurabh Singh , Sung Jin Hwang, and Nick Johnston . 2018 . Variational image compression with a scale hyperprior. arXiv preprint arXiv:1802.01436 (2018). Johannes Ballé, David Minnen, Saurabh Singh, Sung Jin Hwang, and Nick Johnston. 2018. Variational image compression with a scale hyperprior. arXiv preprint arXiv:1802.01436 (2018).

2. Smart cities of the future

3. Muscle: Multi sweep compression of lidar using deep entropy models;Biswas Sourav;Advances in Neural Information Processing Systems,2020

4. G. Bjøntegaard . 2001 . Calculation of average PSNR differences between RDcurves. In ITU-T SG 16/Q6 , 13th VCEG Meeting. document VCEG-M33 . G. Bjøntegaard. 2001. Calculation of average PSNR differences between RDcurves. In ITU-T SG 16/Q6, 13th VCEG Meeting. document VCEG-M33.

5. Angel X Chang , Thomas Funkhouser , Leonidas Guibas , Pat Hanrahan , Qixing Huang , Zimo Li , Silvio Savarese , Manolis Savva , Shuran Song , Hao Su , 2015 . Shapenet: An information-rich 3d model repository. arXiv preprint arXiv:1512.03012 (2015). Angel X Chang, Thomas Funkhouser, Leonidas Guibas, Pat Hanrahan, Qixing Huang, Zimo Li, Silvio Savarese, Manolis Savva, Shuran Song, Hao Su, et al. 2015. Shapenet: An information-rich 3d model repository. arXiv preprint arXiv:1512.03012 (2015).

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1. Spatial-temporal Semantic Communications for Point Cloud-based Volumetric Media;ICC 2024 - IEEE International Conference on Communications;2024-06-09

2. Octree-Retention Fusion: A High-Performance Context Model for Point Cloud Geometry Compression;Proceedings of the 2024 International Conference on Multimedia Retrieval;2024-05-30

3. NeRI: Implicit Neural Representation of LiDAR Point Cloud Using Range Image Sequence;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

4. A Density-Aware Point Cloud Geometry Compression Leveraging Cluster- Centric Processing;IEEE Access;2024

5. YOGA: Yet Another Geometry-based Point Cloud Compressor;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

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