Density-preserving Deep Point Cloud Compression

27 April 2022

Papers citing "Density-preserving Deep Point Cloud Compression"

21 / 21 papers shown

Title
Reflectance Prediction-based Knowledge Distillation for Robust 3D Object Detection in Compressed Point Clouds Hao Jing Anhong Wang Yifan Zhang Donghan Bu Junhui Hou 3DPC 48 0 0 23 May 2025
Point Cloud Upsampling via Disentangled Refinement Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 120 126 0 09 Jun 2021
VoxelContext-Net: An Octree based Framework for Point Cloud Compression Zizheng Que Guo Lu Dong Xu 3DPC 61 132 0 05 May 2021
MuSCLE: Multi Sweep Compression of LiDAR using Deep Entropy Models Sourav Biswas Jerry Liu K. Wong Shenlong Wang R. Urtasun 36 75 0 15 Nov 2020
Multiscale Point Cloud Geometry Compression Jianqiang Wang Dandan Ding Zhu Li Zhan Ma 3DPC 60 179 0 07 Nov 2020
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research Jean Bégaint Fabien Racapé Simon Feltman Akshay Pushparaja VLM 63 426 0 05 Nov 2020
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 176 1,994 0 02 Nov 2020
Improved Deep Point Cloud Geometry Compression Maurice Quach G. Valenzise Frederic Dufaux 3DPC 55 116 0 16 Jun 2020
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation Yang Zhang Zixiang Zhou P. David Xiangyu Yue Zerong Xi Boqing Gong H. Foroosh 3DPC 71 459 0 31 Mar 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 96 1,676 0 27 Dec 2019
Learned Point Cloud Geometry Compression Jianqiang Wang Hao Zhu Zhan Ma Tong Chen Haojie Liu Qiu Shen 3DPC 46 145 0 26 Sep 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 166 2,536 0 18 Apr 2019
Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression Maurice Quach G. Valenzise Frederic Dufaux 3DPC 46 161 0 20 Mar 2019
Patch-based Progressive 3D Point Set Upsampling Yifan Wang Shihao Wu J. Herrmann Daniel Cohen-Or O. Sorkine-Hornung 3DPC 57 269 0 27 Nov 2018
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds Pedro Hermosilla Tobias Ritschel Pere-Pau Vázquez À. Vinacua Timo Ropinski 3DPC 104 260 0 05 Jun 2018
Open3D: A Modern Library for 3D Data Processing Qian-Yi Zhou Jaesik Park V. Koltun PINN AI4CE 64 1,618 0 30 Jan 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 257 6,149 0 24 Jan 2018
PU-Net: Point Cloud Upsampling Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 76 578 0 21 Jan 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 484 14,320 0 02 Dec 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 322 5,234 0 16 Sep 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 162 5,530 0 09 Dec 2015