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Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

Papers citing "Dynamic Graph CNN for Learning on Point Clouds"

50 / 2,313 papers shown

Title
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 46 8 0 23 Sep 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Mian 3DPC 93 168 0 20 Sep 2019
Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients Lasse Hansen Doris Dittmer M. Heinrich 3DPC 39 16 0 17 Sep 2019
Joint Learning of Graph Representation and Node Features in Graph Convolutional Neural Networks Jiaxiang Tang Wei Hu Xiang Gao Zongming Guo GNN 30 8 0 11 Sep 2019
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 193 272 0 09 Sep 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware Capsules Xin Wen Zhizhong Han Xinhai Liu Yu-Shen Liu 3DPC 84 38 0 29 Aug 2019
Blended Convolution and Synthesis for Efficient Discrimination of 3D Shapes Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 3DPC 121 4 0 24 Aug 2019
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Yuxing Xie Jiaojiao Tian Xiaoxiang Zhu 3DPC 84 206 0 23 Aug 2019
PCRNet: Point Cloud Registration Network using PointNet Encoding Vinit Sarode Xueqian Li Hunter Goforth Yasuhiro Aoki Rangaprasad Arun Srivatsan Simon Lucey Howie Choset 3DPC 96 242 0 21 Aug 2019
BoxNet: A Deep Learning Method for 2D Bounding Box Estimation from Bird's-Eye View Point Cloud E. Nezhadarya Yang Liu Bingbing Liu 3DPC 45 9 0 19 Aug 2019
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Congcong Wen Lina Yang Ling Peng Xiang Li T. Chi 3DPC 79 101 0 19 Aug 2019
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua D. Rosen Sai-Kit Yeung 3DPC 67 169 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 90 349 0 17 Aug 2019
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation Na Zhao Tat-Seng Chua Gim Hee Lee 3DPC 44 1 0 15 Aug 2019
Justlookup: One Millisecond Deep Feature Extraction for Point Clouds By Lookup Tables Hongxin Lin Zelin Xiao Yang Tan Hongyang Chao Shengyong Ding 3DPC 49 22 0 14 Aug 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 164 787 0 13 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 69 218 0 13 Aug 2019
Point-Based Multi-View Stereo Network Rui Chen Songfang Han Jing Xu Hao Su 3DV 3DPC 121 342 0 12 Aug 2019
Fast Point R-CNN Yilun Chen Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 91 385 0 08 Aug 2019
Point Cloud Super Resolution with Adversarial Residual Graph Networks Huikai Wu Junge Zhang Kaiqi Huang 3DPC 77 47 0 06 Aug 2019
L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention Xinhai Liu Zhizhong Han Xin Wen Yu-Shen Liu Matthias Zwicker 3DPC 120 87 0 02 Aug 2019
StructureNet: Hierarchical Graph Networks for 3D Shape Generation Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 120 134 0 01 Aug 2019
Learning to Dress 3D People in Generative Clothing Qianli Ma Jinlong Yang Anurag Ranjan S. Pujades Gerard Pons-Moll Siyu Tang Michael J. Black 3DH 72 12 0 31 Jul 2019
Deformable Filter Convolution for Point Cloud Reasoning Yuwen Xiong Mengye Ren Renjie Liao K. Wong R. Urtasun 3DPC 80 17 0 30 Jul 2019
PointHop: An Explainable Machine Learning Method for Point Cloud Classification Min Zhang Haoxuan You Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 61 109 0 30 Jul 2019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 3DPC 134 143 0 30 Jul 2019
Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point Clouds Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC 88 27 0 28 Jul 2019
PU-GAN: a Point Cloud Upsampling Adversarial Network Ruihui Li Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 90 399 0 25 Jul 2019
Learning Embedding of 3D models with Quadric Loss Nitin Agarwal Sung-eui Yoon M. Gopi 3DPC 3DV 58 11 0 24 Jul 2019
PointAtrousGraph: Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points Liang Pan C. Chew Gim Hee Lee 3DPC 55 8 0 23 Jul 2019
Deep Graph-Convolutional Image Denoising D. Valsesia Giulia Fracastoro E. Magli GNN SSL 59 145 0 19 Jul 2019
How much real data do we actually need: Analyzing object detection performance using synthetic and real data F. Nowruzi Prince Kapoor Dhanvin Kolhatkar Fahed Al Hassanat R. Laganière Julien Rebut 76 78 0 16 Jul 2019
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 74 41 0 15 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 167 677 0 08 Jul 2019
Unsupervised cycle-consistent deformation for shape matching Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 93 42 0 06 Jul 2019
Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds L. Prantl N. Chentanez S. Jeschke Nils Thuerey 3DPC 65 14 0 03 Jul 2019
Going Deeper with Lean Point Networks Eric-Tuan Lê Iasonas Kokkinos Niloy J. Mitra 3DPC 52 6 0 01 Jul 2019
iPool -- Information-based Pooling in Hierarchical Graph Neural Networks Xing Gao H. Xiong P. Frossard 89 41 0 01 Jul 2019
Effective Rotation-invariant Point CNN with Spherical Harmonics kernels A. Poulenard Marie-Julie Rakotosaona Yann Ponty M. Ovsjanikov 3DPC 93 104 0 27 Jun 2019
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 86 15 0 27 Jun 2019
Large-scale 3D point cloud representations via graph inception networks with applications to autonomous driving Siheng Chen Sufeng Niu Tian Lan Baoan Liu GNN 3DPC 71 31 0 26 Jun 2019
Spatial Transformer for 3D Point Clouds Jiayun Wang Rudrasis Chakraborty Stella X. Yu 3DPC 75 15 0 26 Jun 2019
PointNLM: Point Nonlocal-Means for vegetation segmentation based on middle echo point clouds Jonathan Li Rongren Wu Yiping Chen Qing Zhu Zhipeng Luo Cheng-Yu Wang 3DPC 17 0 0 20 Jun 2019
VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view Hager Radi Waleed Ali 3DPC 59 14 0 12 Jun 2019
Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification Chia-Wen Kuo Chih-Yao Ma Jia-Bin Huang Z. Kira 52 2 0 12 Jun 2019
Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects Yang Xiao Xuchong Qiu Pierre-Alain Langlois Mathieu Aubry Renaud Marlet 3DPC 84 67 0 12 Jun 2019
Fast Hierarchical Neural Network for Feature Learning on Point Cloud Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 33 1 0 10 Jun 2019
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation Z. Kang Ning Li 3DPC 77 33 0 07 Jun 2019
Factor Graph Neural Network Zhen Zhang Fan Wu Wee Sun Lee GNN 60 18 0 03 Jun 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 109 54 0 31 May 2019