v1v2 (latest)

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
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 109 32 0 06 Mar 2020
PointLoc: Deep Pose Regressor for LiDAR Point Cloud Localization Wei Wang Bing Wang Peijun Zhao Changhao Chen R. Clark Bo Yang Andrew Markham A. Trigoni 3DPC 75 47 0 05 Mar 2020
Unsupervised Learning of Intrinsic Structural Representation Points Nenglun Chen Lingjie Liu Zhiming Cui Runnan Chen Duygu Ceylan Changhe Tu Wenping Wang 3DPC 76 60 0 03 Mar 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 241 747 0 02 Mar 2020
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks Lumin Yang Jiajie Zhuang Hongbo Fu Xiangzhi Wei Kun Zhou Youyi Zheng 123 31 0 02 Mar 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning Xi Yang Ding Xia Taichi Kin Takeo Igarashi 91 77 0 02 Mar 2020
Permutohedral-GCN: Graph Convolutional Networks with Global Attention Hesham Mostafa Marcel Nassar 66 7 0 02 Mar 2020
3D Point Cloud Processing and Learning for Autonomous Driving Siheng Chen Baoan Liu Chen Feng Carlos Vallespi-Gonzalez Carl K. Wellington 3DPC 100 169 0 01 Mar 2020
3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection Liang Du Jingang Tan Xiangyang Xue Lili Chen Hongkai Wen Jianfeng Feng Jiamao Li Xiaolin Zhang 3DPC 3DV 55 12 0 01 Mar 2020
PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling Xu Yan Chaoda Zheng Zhuguo Li Sheng Wang Shuguang Cui 3DPC 98 552 0 01 Mar 2020
Introduction to deep learning Lihi Shiloh-Perl Raja Giryes 65 0 0 29 Feb 2020
Robust 6D Object Pose Estimation by Learning RGB-D Features Meng Tian Liang Pan M. Ang Gim Hee Lee 3DPC 105 51 0 29 Feb 2020
Indoor Scene Recognition in 3D Shengyu Huang Mikhail (Misha) Usvyatsov Konrad Schindler 3DV 3DPC 52 19 0 28 Feb 2020
KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations Yang You Yujing Lou Chengkun Li Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DH 3DV 3DPC 91 70 0 28 Feb 2020
MANet: Multimodal Attention Network based Point- View fusion for 3D Shape Recognition Yaxin Zhao Jichao Jiao Tangkun Zhang 3DPC 70 7 0 28 Feb 2020
Triangle-Net: Towards Robustness in Point Cloud Learning Chenxi Xiao J. Wachs 3DH 3DPC 125 34 0 27 Feb 2020
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks Yue Zhao Yuwei Wu Caihua Chen A. Lim 3DPC 97 72 0 27 Feb 2020
Defense-PointNet: Protecting PointNet Against Adversarial Attacks Yu Zhang G. Liang Tawfiq Salem Nathan Jacobs AAML 3DPC 81 27 0 27 Feb 2020
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 93 149 0 25 Feb 2020
FPConv: Learning Local Flattening for Point Convolution Yiqun Lin Zizheng Yan Haibin Huang Dong Du Ligang Liu Shuguang Cui Xiaoguang Han 3DPC 72 149 0 25 Feb 2020
PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling Y. Qian Junhui Hou Sam Kwong Ying He 3DPC 81 118 0 24 Feb 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 161 91 0 21 Feb 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 99 101 0 19 Feb 2020
Inductive Representation Learning on Temporal Graphs Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 109 638 0 19 Feb 2020
Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling Dongbo Zhang Xuequan Lu Hong Qin Ying He 3DPC 60 117 0 14 Feb 2020
Differentiable Graph Module (DGM) for Graph Convolutional Networks Anees Kazi Luca Cosmo Seyed-Ahmad Ahmadi Nassir Navab M. Bronstein GNN MedIm 91 133 0 11 Feb 2020
AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing Xingzhe He Helen Lu Cao Bo Zhu 3DPC 38 9 0 01 Feb 2020
Hybrid Graph Neural Networks for Crowd Counting Ao Luo Fan Yang Xin Li Dong Nie Zhicheng Jiao Shangchen Zhou Hong Cheng 87 85 0 31 Jan 2020
MGCN: Descriptor Learning using Multiscale GCNs Yiqun Wang Jing Ren Dong‐Ming Yan Jianwei Guo Xiaopeng Zhang Peter Wonka 88 9 0 28 Jan 2020
The Whole Is Greater Than the Sum of Its Nonrigid Parts Oshri Halimi I. Imanuel Or Litany Giovanni Trappolini Emanuele Rodolà Leonidas Guibas Ron Kimmel 3DPC 3DV 92 11 0 27 Jan 2020
TEASER: Fast and Certifiable Point Cloud Registration Heng Yang Jingang Shi Luca Carlone 3DPC 272 670 0 21 Jan 2020
Review: deep learning on 3D point clouds Saifullahi Aminu Bello Shangshu Yu Cheng-Yu Wang 3DPC 62 240 0 17 Jan 2020
Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors Lulu Tang Ke Chen Chaozheng Wu Yu Hong Kui Jia Zhixin Yang 3DPC 60 24 0 14 Jan 2020
Deep Snake for Real-Time Instance Segmentation Sida Peng W. Jiang Huaijin Pi Xiuli Li Hujun Bao Xiaowei Zhou ISeg SSeg 149 305 0 06 Jan 2020
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation Tong He Dong Gong Zhi Tian Chunhua Shen 3DV 106 39 0 06 Jan 2020
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection Shaoshuai Shi Chaoxu Guo Li Jiang Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 122 1,785 0 31 Dec 2019
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica Alessio Micheli Marco Podda AI4CE GNN 135 281 0 29 Dec 2019
Human Correspondence Consensus for 3D Object Semantic Understanding Yujing Lou Yang You Chengkun Li Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DPC 3DH 3DV 45 2 0 29 Dec 2019
Quaternion Equivariant Capsule Networks for 3D Point Clouds Yongheng Zhao Tolga Birdal J. E. Lenssen Emanuele Menegatti Leonidas Guibas Federico Tombari 3DPC 144 89 0 27 Dec 2019
Pointwise Attention-Based Atrous Convolutional Neural Networks M. Mahdavi Fahimeh Fooladgar S. Kasaei 3DPC 35 3 0 27 Dec 2019
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 189 1,699 0 27 Dec 2019
Academic Performance Estimation with Attention-based Graph Convolutional Networks Qian Hu Huzefa Rangwala GNN 50 31 0 26 Dec 2019
InSphereNet: a Concise Representation and Classification Method for 3D Object H. Cao Haikuan Du Siyu Zhang Shen Cai 3DPC 124 8 0 25 Dec 2019
Geometry-Aware Generation of Adversarial Point Clouds Yuxin Wen Jiehong Lin Ke Chen C. L. Philip Chen Kui Jia 3DPC 86 24 0 24 Dec 2019
Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling Wenkai Han Chenglu Wen Cheng-Yu Wang Xin Li Qing Li 3DPC 71 93 0 23 Dec 2019
Geometry Sharing Network for 3D Point Cloud Classification and Segmentation Mingye Xu Zhipeng Zhou Yu Qiao 3DPC 73 93 0 23 Dec 2019
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds Lin Zhao Wenbing Tao 3DV ISeg 84 107 0 20 Dec 2019
PointVoteNet: Accurate Object Detection and 6 DoF Pose Estimation in Point Clouds Frederik Hagelskjær A. Buch 3DPC 70 19 0 19 Dec 2019
FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data Georg Krispel M. Opitz Georg Waltner Horst Possegger Horst Bischof 3DPC 72 68 0 18 Dec 2019
Transductive Zero-Shot Learning for 3D Point Cloud Classification A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 102 57 0 16 Dec 2019