$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$

PointCNN: Convolution On $\mathcal{X}$ -Transformed Points

23 January 2018

Papers citing "PointCNN: Convolution On $\mathcal{X}$-Transformed Points"

45 / 945 papers shown

Title
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 13 884 0 16 Apr 2019
Adaptive Hierarchical Down-Sampling for Point Cloud Classification E. Nezhadarya E. Taghavi Ryan Razani Bingbing Liu Jun-Jie Luo 3DPC 17 107 0 11 Apr 2019
Weighted Point Cloud Augmentation for Neural Network Training Data Class-Imbalance David J. Griffiths Jan Boehm 3DPC 8 13 0 08 Apr 2019
Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling Jiancheng Yang Qiang Zhang Bingbing Ni Linguo Li Jinxian Liu Mengdie Zhou Qi Tian 3DPC 27 379 0 06 Apr 2019
ConvPoint: Continuous Convolutions for Point Cloud Processing Alexandre Boulch 3DPC 22 239 0 04 Apr 2019
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 25 150 0 03 Apr 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields Quang-Cuong Pham D. Nguyen Binh-Son Hua Gemma Roig Sai-Kit Yeung ISeg 3DV 19 202 0 01 Apr 2019
Unpaired Point Cloud Completion on Real Scans using Adversarial Training Xuelin Chen Baoquan Chen Niloy J. Mitra 3DPC 25 127 0 29 Mar 2019
BAE-NET: Branched Autoencoder for Shape Co-Segmentation Zhiqin Chen K. Yin Matthew Fisher S. Chaudhuri Hao Zhang 12 137 0 27 Mar 2019
LOGAN: Unpaired Shape Transform in Latent Overcomplete Space K. Yin Zhiqin Chen Hui Huang Daniel Cohen-Or Hao Zhang DRL GAN 14 40 0 25 Mar 2019
Neural Style Transfer for Point Clouds Xu Cao Weimin Wang K. Nagao 3DPC 22 2 0 14 Mar 2019
Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction Yifei Shi Angel X. Chang Zhelun Wu Manolis Savva Kai Xu 3DV BDL 3DPC 22 25 0 09 Mar 2019
Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection Zhixin Wang K. Jia 3DPC 29 440 0 05 Mar 2019
PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation Fenggen Yu Kun Liu Yan Zhang Chenyang Zhu Kai Xu 3DPC 3DV 20 94 0 02 Mar 2019
Adversarial Attack and Defense on Point Sets Jiancheng Yang Qiang Zhang Rongyao Fang Bingbing Ni Jinxian Liu Qi Tian 3DPC 24 122 0 28 Feb 2019
DeepLO: Geometry-Aware Deep LiDAR Odometry Young Cho Giseop Kim Ayoung Kim 10 34 0 27 Feb 2019
Learning to See the Wood for the Trees: Deep Laser Localization in Urban and Natural Environments on a CPU Georgi Tinchev Adrian Penate-Sanchez Maurice F. Fallon 3DPC 6 40 0 26 Feb 2019
Addressing Overfitting on Pointcloud Classification using Atrous XCRF Hasan Asy’ari Arief U. Indahl G. Strand H. Tveite 3DPC 6 37 0 08 Feb 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 12 115 0 25 Jan 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space Jonathan Sauder Bjarne Sievers 3DPC 17 18 0 24 Jan 2019
Surface Networks via General Covers Niv Haim Nimrod Segol Heli Ben-Hamu Haggai Maron Y. Lipman 3DPC 16 49 0 27 Dec 2018
Scene Recomposition by Learning-based ICP Hamid Izadinia S. M. Seitz 3DV 3DPC 17 14 0 13 Dec 2018
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding Kaichun Mo Shilin Zhu Angel X. Chang L. Yi Subarna Tripathi Leonidas J. Guibas Hao Su 3DPC 3DV 30 714 0 06 Dec 2018
Learning to Sample Oren Dovrat Itai Lang S. Avidan 3DPC 11 4 0 04 Dec 2018
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition Haoxuan You Yifan Feng Xibin Zhao C. Zou R. Ji Yue Gao 3DPC 6 64 0 02 Dec 2018
CAPNet: Continuous Approximation Projection For 3D Point Cloud Reconstruction Using 2D Supervision L. NavaneetK. Priyanka Mandikal Mayank Agarwal R. Venkatesh Babu 3DV 3DPC 9 64 0 28 Nov 2018
Patch-based Progressive 3D Point Set Upsampling Yifan Wang Shihao Wu J. Herrmann Daniel Cohen-Or O. Sorkine-Hornung 3DPC 13 268 0 27 Nov 2018
Iterative Transformer Network for 3D Point Cloud Wentao Yuan David Held Christoph Mertz M. Hebert 3DPC 11 44 0 27 Nov 2018
Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution Yang You Yujing Lou Qi Liu Yu-Wing Tai Lizhuang Ma Cewu Lu Weiming Wang 3DPC 11 66 0 23 Nov 2018
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network Xinhai Liu Mohamed Morchid Yu-Shen Liu Matthias Zwicker 3DPC 9 319 0 06 Nov 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 23 195 0 12 Oct 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution A. Poulenard M. Ovsjanikov 3DH 9 89 0 01 Oct 2018
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image Priyanka Mandikal L. NavaneetK. R. Venkatesh Babu 3DPC 3DV 11 43 0 30 Sep 2018
Hypergraph Neural Networks Yifan Feng Haoxuan You Zizhao Zhang R. Ji Yue Gao GNN 12 1,331 0 25 Sep 2018
VoxSegNet: Volumetric CNNs for Semantic Part Segmentation of 3D Shapes Zongji Wang Feng Lu 3DPC 6 110 0 01 Sep 2018
PCN: Point Completion Network Wentao Yuan Tejas Khot David Held Christoph Mertz M. Hebert 3DPC 3DV 8 809 0 02 Aug 2018
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds Pedro Hermosilla Tobias Ritschel Pere-Pau Vázquez À. Vinacua Timo Ropinski 3DPC 6 257 0 05 Jun 2018
Real-time Progressive 3D Semantic Segmentation for Indoor Scene Quang-Cuong Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC SSeg 3DV 14 71 0 01 Apr 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 152 768 0 30 Mar 2018
Point Convolutional Neural Networks by Extension Operators Matan Atzmon Haggai Maron Y. Lipman 3DPC 14 536 0 27 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 22 6,030 0 24 Jan 2018
PU-Net: Point Cloud Upsampling Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 28 572 0 21 Jan 2018
Pointwise Convolutional Neural Networks Binh-Son Hua Minh-Khoi Tran Sai-Kit Yeung 3DPC 3DV 11 500 0 14 Dec 2017
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 250 3,236 0 24 Nov 2016

PointCNN: Convolution On X\mathcal{X}X-Transformed Points

Papers citing "PointCNN: Convolution On $\mathcal{X}$-Transformed Points"

PointCNN: Convolution On $\mathcal{X}$ -Transformed Points