Learned Point Cloud Geometry Compression

26 September 2019

Jianqiang Wang

Hao Zhu

Zhan Ma

Tong Chen

Papers citing "Learned Point Cloud Geometry Compression"

46 / 46 papers shown

Title
Compressing Sine-Activated Low-Rank Adapters through Post-Training Quantization Cameron Gordon Yiping Ji Hemanth Saratchandran Paul Albert Simon Lucey MQ 65 0 0 28 May 2025
Denoising Diffusion Probabilistic Model for Point Cloud Compression at Low Bit-Rates Gabriele Spadaro Alberto Presta Jhony H. Giraldo Marco Grangetto Wei Hu Giuseppe Valenzise Attilio Fiandrotti Enzo Tartaglione DiffM 64 0 0 19 May 2025
Efficient Implicit Neural Compression of Point Clouds via Learnable Activation in Latent Space Yichi Zhang Qianqian Yang 3DPC AI4CE 90 0 0 20 Apr 2025
ROI-Guided Point Cloud Geometry Compression Towards Human and Machine Vision Xie Liang Gao Wei Zhenghui Ming Li Ge 3DPC 145 1 0 19 Apr 2025
Voxel-based Point Cloud Geometry Compression with Space-to-Channel Context Bojun Liu Yangzhi Ma Ao Luo L. Li Dong Liu 3DPC 80 0 0 24 Mar 2025
Unified Geometry and Color Compression Framework for Point Clouds via Generative Diffusion Priors Tianxin Huang Gim Hee Lee 85 0 0 23 Mar 2025
The JPEG Pleno Learning-based Point Cloud Coding Standard: Serving Man and Machine André F. R. Guarda Nuno M. M. Rodrigues Fernando Pereira 3DV 100 4 0 13 Mar 2025
CDI3D: Cross-guided Dense-view Interpolation for 3D Reconstruction Z. Wu Xibin Song Senbo Wang Weizhe Liu Jiayu Yang ... Shenzhou Chen Taizhang Shang Weixuan Sun Shan Luo Pan Ji DiffM 104 0 0 13 Mar 2025
VVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution Rui Lu B. Zhang Dan Wang VGen 291 0 0 25 Feb 2025
Point Cloud Geometry Scalable Coding Using a Resolution and Quality-conditioned Latents Probability Estimator Daniele Mari André F. R. Guarda Nuno M. M. Rodrigues Simone Milani Fernando Pereira 103 0 0 21 Feb 2025
Implicit Neural Compression of Point Clouds Hongning Ruan Yulin Shao Qianqian Yang Liang Zhao Zhaoyang Zhang Dusit Niyato 3DPC 118 1 0 11 Dec 2024
Compression of Large-Scale 3D Point Clouds Based on Joint Optimization of Point Sampling and Feature Extraction Jae-Young Yim Jae-Young Sim 3DPC 108 0 0 10 Dec 2024
Decoupled Sparse Priors Guided Diffusion Compression Model for Point Clouds Xiaoge Zhang Zijie Wu Mehwish Nasim Mingtao Feng Ajmal Mian 109 0 0 21 Nov 2024
Point Cloud Compression with Bits-back Coding Nguyen Quang Hieu Minh-Duong Nguyen D. Hoang Diep N. Nguyen E. Dutkiewicz 3DPC 57 0 0 09 Oct 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 68 2 0 26 Aug 2024
Fast Point Cloud Geometry Compression with Context-based Residual Coding and INR-based Refinement Hao Xu Xi Zhang Xiaolin Wu 3DPC 113 1 0 06 Aug 2024
Learned Compression of Point Cloud Geometry and Attributes in a Single Model through Multimodal Rate-Control Michael Rudolph Aron Riemenschneider Amr Rizk 3DPC 64 2 0 01 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 77 8 0 11 Jul 2024
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary Network Yuming Zhang Shouxin Zhang Peizhe Wang Feiyu Zhu Dongzhi Guan Junhao Su Jiabin Liu Changpeng Cai 125 2 0 24 Jun 2024
Bits-to-Photon: End-to-End Learned Scalable Point Cloud Compression for Direct Rendering Yueyu Hu Ran Gong Yao Wang 3DPC 96 0 0 09 Jun 2024
Towards Point Cloud Compression for Machine Perception: A Simple and Strong Baseline by Learning the Octree Depth Level Predictor Lei Liu Zhihao Hu Zheng-wei Chen 3DPC 80 4 0 02 Jun 2024
Point Cloud Compression with Implicit Neural Representations: A Unified Framework Hongning Ruan Yulin Shao Qianqian Yang Liang Zhao Dusit Niyato 3DPC 52 5 0 19 May 2024
Point Cloud Compression via Constrained Optimal Transport Zezeng Li Weimin Wang Ziliang Wang Na Lei 3DPC 64 3 0 13 Mar 2024
Hierarchical Prior-based Super Resolution for Point Cloud Geometry Compression Dingquan Li Kede Ma Jing Wang Ge Li 59 5 0 17 Feb 2024
PIVOT-Net: Heterogeneous Point-Voxel-Tree-based Framework for Point Cloud Compression Jiahao Pang Kevin Bui Dong Tian 3DPC 51 3 0 11 Feb 2024
Generative Visual Compression: A Review Bo Chen Shanzhi Yin Peilin Chen Shiqi Wang Yan Ye 77 10 0 03 Feb 2024
Compact Neural Graphics Primitives with Learned Hash Probing Towaki Takikawa Thomas Müller Merlin Nimier-David Alex Evans Sanja Fidler Alec Jacobson Alexander Keller 71 21 0 28 Dec 2023
Learning Dynamic Point Cloud Compression via Hierarchical Inter-frame Block Matching Shuting Xia Ting Fan Yiling Xu Lei Li Zhu Li 3DPC 50 8 0 09 May 2023
Geometric Prior Based Deep Human Point Cloud Geometry Compression Xinju Wu Pingping Zhang Meng Wang Peilin Chen Shiqi Wang Sam Kwong 3DH 95 6 0 02 May 2023
Dense Pixel-to-Pixel Harmonization via Continuous Image Representation Jianqi Chen Yilan Zhang Zhengxia Zou Ke-Jia Chen Z. Shi 80 20 0 03 Mar 2023
Dynamic Point Cloud Geometry Compression Using Multiscale Inter Conditional Coding Jianqiang Wang Dandan Ding Hao Chen Zhan Ma 44 6 0 28 Jan 2023
Learning Neural Volumetric Field for Point Cloud Geometry Compression Yueyu Hu Yao Wang 3DPC 37 6 0 11 Dec 2022
Multiscale Latent-Guided Entropy Model for LiDAR Point Cloud Compression Tingyu Fan Linyao Gao Yiling Xu Dong Wang Zhuangyun Li 3DPC 3DV 31 16 0 26 Sep 2022
Towards Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline Lichen Zhao Daigang Cai Jing Zhang Lu Sheng Dong Xu Ruizhi Zheng Yinjie Zhao Lipeng Wang Xibo Fan 64 27 0 24 Sep 2022
GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression Jiahao Pang M. Lodhi Dong Tian 3DPC 97 36 0 09 Sep 2022
Efficient LiDAR Point Cloud Geometry Compression Through Neighborhood Point Attention R. Xue Jianqiang Wang Zhan Ma 3DPC 53 11 0 26 Aug 2022
Inter-Frame Compression for Dynamic Point Cloud Geometry Coding Anique Akhtar Zhu Li G. Van der Auwera 3DPC 43 30 0 25 Jul 2022
Lossless Compression of Point Cloud Sequences Using Sequence Optimized CNN Models E. C. Kaya I. Tabus 3DPC 24 3 0 02 Jun 2022
D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction Tingyu Fan Linyao Gao Yiling Xu Zhuangyun Li Dong Wang 3DPC 65 28 0 02 May 2022
Deep Geometry Post-Processing for Decompressed Point Clouds Xiaoqing Fan Ge Li Dingquan Li Yurui Ren Wei-Nan Gao Thomas H. Li 3DPC 24 15 0 29 Apr 2022
Density-preserving Deep Point Cloud Compression Yun He Xinlin Ren Danhang Tang Yinda Zhang Xiangyang Xue Yanwei Fu 3DPC 126 55 0 27 Apr 2022
OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression Chunyang Fu Ge Li Rui Song Wei-Nan Gao Shan Liu 3DPC 64 118 0 12 Feb 2022
On the impact of VR assessment on the Quality of Experience of Highly Realistic Digital Humans Irene Viola S. Subramanyam Jie Li Pablo César 33 20 0 19 Jan 2022
Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression Jianqiang Wang Dandan Ding Zhu Li Xiaoxing Feng Chuntong Cao Zhan Ma 3DPC 70 121 0 20 Nov 2021
Patch-Based Deep Autoencoder for Point Cloud Geometry Compression Kang-Soo You Pan Gao 3DPC 48 33 0 18 Oct 2021
Multiscale Point Cloud Geometry Compression Jianqiang Wang Dandan Ding Zhu Li Zhan Ma 3DPC 69 183 0 07 Nov 2020