Lossless Point Cloud Geometry and Attribute Compression Using a Learned Conditional Probability Model

11 March 2023

Papers citing "Lossless Point Cloud Geometry and Attribute Compression Using a Learned Conditional Probability Model"

15 / 15 papers shown

Title
Efficient LiDAR Reflectance Compression via Scanning Serialization Jiahao Zhu Kang-Soo You Dandan Ding Zhan Ma 28 0 0 14 May 2025
ROI-Guided Point Cloud Geometry Compression Towards Human and Machine Vision Xie Liang Gao Wei Zhenghui Ming Li Ge 3DPC 43 1 0 19 Apr 2025
Hierarchical Attention Networks for Lossless Point Cloud Attribute Compression Yueru Chen Wei Zhang Dingquan Li Jing Wang Ge Li 3DPC 52 0 0 01 Apr 2025
UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach Kangli Wang Wei Gao 56 0 0 24 Mar 2025
Unified Geometry and Color Compression Framework for Point Clouds via Generative Diffusion Priors Tianxin Huang Gim Hee Lee 47 0 0 23 Mar 2025
Deep-JGAC: End-to-End Deep Joint Geometry and Attribute Compression for Dense Colored Point Clouds Yun Zhang Zixi Guo Linwei Zhu C.-C. Jay Kuo 3DPC 84 0 0 25 Feb 2025
Rate-Distortion Optimized Skip Coding of Region Adaptive Hierarchical Transform Coefficients for MPEG G-PCC Zihan Wang Yuxuan Wei Hui Yuan Wei Zhang Peng Li 62 1 0 07 Dec 2024
Att2CPC: Attention-Guided Lossy Attribute Compression of Point Clouds Kai Liu Kang-Soo You Pan Gao M. Paul 3DPC 25 0 0 23 Oct 2024
SPAC: Sampling-based Progressive Attribute Compression for Dense Point Clouds Xiaolong Mao Hui Yuan Tian Guo Shiqi Jiang R. Hamzaoui Sam Kwong 3DPC 36 0 0 16 Sep 2024
3D Point Cloud Network Pruning: When Some Weights Do not Matter Amrijit Biswas M. Hossain M. M. L. Elahi A. Cheraghian Fuad Rahman Nabeel Mohammed Shafin Rahman 3DPC 26 1 0 26 Aug 2024
End-to-end learned Lossy Dynamic Point Cloud Attribute Compression D. Nguyen Daniel Zieger Marc Stamminger Andre Kaup 3DPC 18 1 0 20 Aug 2024
Diff-PCC: Diffusion-based Neural Compression for 3D Point Clouds Kai Liu Kang-Soo You Pan Gao DiffM 34 0 0 20 Aug 2024
Enhancing context models for point cloud geometry compression with context feature residuals and multi-loss Chang Sun Hui Yuan Shuai Li Xin Lu R. Hamzaoui 3DPC 27 3 0 11 Jul 2024
Efficient and Generic Point Model for Lossless Point Cloud Attribute Compression Kang-Soo You Pan Gao Zhan Ma 3DPC 21 2 0 10 Apr 2024
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 251 2,550 0 25 Jan 2016