Dynamic Point Cloud Denoising via Gradient Fields

19 April 2022

Papers citing "Dynamic Point Cloud Denoising via Gradient Fields"

25 / 25 papers shown

Title
IterativePFN: True Iterative Point Cloud Filtering Dasith de Silva Edirimuni Xuequan Lu Zhiwen Shao Gang Li A. Robles-Kelly Ying He 3DPC 69 30 0 04 Apr 2023
PCDNF: Revisiting Learning-based Point Cloud Denoising via Joint Normal Filtering Zheng Liu Ya-Ou Zhao Sijing Zhan Yuanyuan Liu Renjie Chen Ying He 3DPC 51 23 0 02 Sep 2022
PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows Aihua Mao Zihui Du Yu-Hui Wen Jun-ying Xuan Yang Liu 54 28 0 11 Mar 2022
Deep Point Set Resampling via Gradient Fields Haolan Chen Bianli Du Shitong Luo Wei Hu 3DPC 65 38 0 03 Nov 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 107 159 0 23 Jul 2021
Graph Signal Processing for Geometric Data and Beyond: Theory and Applications Wei Hu Jiahao Pang Xianming Liu Dong Tian Chia-Wen Lin A. Vetro 79 63 0 05 Aug 2020
Differentiable Manifold Reconstruction for Point Cloud Denoising Shitong Luo Wei Hu 3DPC 71 133 0 27 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 140 924 0 16 Jul 2020
Learning Graph-Convolutional Representations for Point Cloud Denoising Francesca Pistilli Giulia Fracastoro D. Valsesia E. Magli 3DPC 136 76 0 06 Jul 2020
Deep Feature-preserving Normal Estimation for Point Cloud Filtering Dening Lu Xuequan Lu Yangxing Sun Jun Wang 3DPC 52 92 0 24 Apr 2020
Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling Dongbo Zhang Xuequan Lu Hong Qin Ying He 3DPC 56 117 0 14 Feb 2020
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 182 272 0 09 Sep 2019
Feature Graph Learning for 3D Point Cloud Denoising Wei Hu Xiang Gao Gene Cheung Zongming Guo 71 89 0 22 Jul 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 260 3,962 0 12 Jul 2019
Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning Pedro Hermosilla Tobias Ritschel Timo Ropinski 3DPC 61 127 0 16 Apr 2019
3D Point Cloud Denoising via Deep Neural Network based Local Surface Estimation Chaojing Duan Siheng Chen J. Kovacevic 3DPC 70 64 0 09 Apr 2019
PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds Marie-Julie Rakotosaona Vittorio La Barbera Paul Guerrero Niloy J. Mitra M. Ovsjanikov 3DPC 90 302 0 04 Jan 2019
3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model Jin Zeng Gene Cheung Michael Kwok-Po Ng Jiahao Pang Cheng Yang 3DV 76 155 0 20 Mar 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 260 6,177 0 24 Jan 2018
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 369 11,164 0 07 Jun 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 176 2,242 0 02 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 500 14,384 0 02 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 855 36,910 0 25 Aug 2016
Graph-based denoising for time-varying point clouds Y. Schoenenberger Johan Paratte P. Vandergheynst 3DPC 61 59 0 16 Nov 2015
Analysis of Farthest Point Sampling for Approximating Geodesics in a Graph Pegah Kamousi S. Lazard A. Maheshwari Stefanie Wuhrer OT 62 26 0 19 Nov 2013