Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

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

50 / 850 papers shown

Title
LiDAR-based Panoptic Segmentation via Dynamic Shifting Network Fangzhou Hong Hui Zhou Xinge Zhu Hongsheng Li Ziwei Liu 3DPC 16 92 0 24 Nov 2020
VLG-Net: Video-Language Graph Matching Network for Video Grounding Mattia Soldan Mengmeng Xu Sisi Qu Jesper N. Tegnér Guohao Li 33 69 0 19 Nov 2020
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Yuexin Ma Wei Li Hongsheng Li Dahua Lin 3DPC 26 522 0 19 Nov 2020
Deep Positional and Relational Feature Learning for Rotation-Invariant Point Cloud Analysis Ruixuan Yu Xin Wei Federico Tombari Jian Sun 3DPC 24 37 0 18 Nov 2020
A New Framework for Registration of Semantic Point Clouds from Stereo and RGB-D Cameras Ray Zhang Tzu-Yuan Lin Chien-Erh Lin Steven A. Parkison William Clark J. Grizzle Ryan Eustice Maani Ghaffari 3DV 3DPC 36 12 0 10 Nov 2020
MinkLoc3D: Point Cloud Based Large-Scale Place Recognition J. Komorowski 3DPC 30 186 0 09 Nov 2020
ASFGNN: Automated Separated-Federated Graph Neural Network Longfei Zheng Jun Zhou Chaochao Chen Bingzhe Wu L. xilinx Wang Benyu Zhang FedML GNN 23 71 0 06 Nov 2020
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation Juyoung Yang Chanho Lee Pyunghwan Ahn Haeil Lee Eojindl Yi Junmo Kim 3DPC 15 11 0 02 Nov 2020
Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing Jiawei Shao Haowei Zhang Yuyi Mao Jun Zhang 3DPC 16 40 0 27 Oct 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 25 319 0 26 Oct 2020
Primal-Dual Mesh Convolutional Neural Networks Francesco Milano Antonio Loquercio Antoni Rosinol Davide Scaramuzza Luca Carlone 3DPC AI4CE 53 89 0 23 Oct 2020
Learning Occupancy Function from Point Clouds for Surface Reconstruction Menglin Jia M. Kyan 3DPC 22 18 0 22 Oct 2020
3D Meta Point Signature: Learning to Learn 3D Point Signature for 3D Dense Shape Correspondence Hao Huang Lingjing Wang Xiang Li Yi Fang 3DPC 23 0 0 21 Oct 2020
UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks W. Tan Dedong Zhang Lingfei Ma Ying Li Lanying Wang Jonathan Li 3DPC 13 4 0 21 Oct 2020
GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection Kuang-Yu Jeng Yueh-Cheng Liu Zhe-Yu Liu Jen-Wei Wang Ya-Liang Chang Hung-Ting Su Winston H. Hsu 3DPC 19 21 0 21 Oct 2020
MaskNet: A Fully-Convolutional Network to Estimate Inlier Points Vinit Sarode Animesh Dhagat Rangaprasad Arun Srivatsan N. Zevallos Simon Lucey Howie Choset 3DPC 46 29 0 19 Oct 2020
Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration Mahdi Saleh Shervin Dehghani Benjamin Busam Nassir Navab Federico Tombari 3DPC 30 14 0 18 Oct 2020
PointManifold: Using Manifold Learning for Point Cloud Classification Dinghao Yang Wei Gao 3DPC 31 4 0 14 Oct 2020
Representing Point Clouds with Generative Conditional Invertible Flow Networks Michal Stypulkowski Kacper Kania M. Zamorski Maciej Ziȩba Tomasz Trzciñski J. Chorowski 3DPC 21 4 0 07 Oct 2020
On the Universality of Rotation Equivariant Point Cloud Networks Nadav Dym Haggai Maron 3DPC 27 78 0 06 Oct 2020
End-to-End Differentiable Molecular Mechanics Force Field Construction Yuanqing Wang Josh Fass Benjamin Kaminow John E. Herr Dominic Rufa Ivy Zhang Iván Pulido Mike Henry J. Chodera 19 23 0 02 Oct 2020
2D-3D Geometric Fusion Network using Multi-Neighbourhood Graph Convolution for RGB-D Indoor Scene Classification Albert Mosella-Montoro Javier Ruiz-Hidalgo 3DPC MDE 21 25 0 23 Sep 2020
Deep Learning for 3D Point Cloud Understanding: A Survey Haoming Lu Humphrey Shi 3DPC 13 32 0 18 Sep 2020
RoIFusion: 3D Object Detection from LiDAR and Vision Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 16 49 0 09 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 28 10 0 03 Sep 2020
Robust Object Classification Approach using Spherical Harmonics Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 16 6 0 02 Sep 2020
Semantic Graph Based Place Recognition for 3D Point Clouds Xin Kong Xuemeng Yang Guangyao Zhai Xiangrui Zhao Xianfang Zeng Mengmeng Wang Yong-jin Liu Wanlong Li Feng Wen 3DPC 11 122 0 26 Aug 2020
Adaptive Context-Aware Multi-Modal Network for Depth Completion Shanshan Zhao Biwei Huang Huan Fu Dacheng Tao 21 152 0 25 Aug 2020
Neighbourhood-Insensitive Point Cloud Normal Estimation Network Zirui Wang V. Prisacariu 3DPC 25 15 0 23 Aug 2020
Object Properties Inferring from and Transfer for Human Interaction Motions Qian Zheng Weikai Wu Hanting Pan Niloy Mitra Daniel Cohen-Or Hui Huang 25 0 0 20 Aug 2020
Cross-modal Center Loss Longlong Jing Elahe Vahdani Jiaxing Tan Yingli Tian 3DPC 12 4 0 08 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 31 53 0 03 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 6 116 0 01 Aug 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution Haotian Tang Zhijian Liu Shengyu Zhao Yujun Lin Ji Lin Hanrui Wang Song Han 3DPC 39 631 0 31 Jul 2020
Graph signal processing for machine learning: A review and new perspectives Xiaowen Dong D. Thanou Laura Toni M. Bronstein P. Frossard 19 153 0 31 Jul 2020
Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation Mingmei Cheng Le Hui Jin Xie Jian Yang Hui Kong 3DPC 18 21 0 30 Jul 2020
Differentiable Manifold Reconstruction for Point Cloud Denoising Shitong Luo Wei Hu 3DPC 27 131 0 27 Jul 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 35 126 0 23 Jul 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 51 39 0 22 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 20 33 0 15 Jul 2020
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds Zeyu Hu Mingmin Zhen Xuyang Bai Hongbo Fu Chiew-Lan Tai 3DPC 32 129 0 14 Jul 2020
Progressive Point Cloud Deconvolution Generation Network Le Hui Rui Xu Jin Xie J. Qian Jian Yang 3DPC 27 72 0 10 Jul 2020
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers Shijie Geng Peng Gao Moitreya Chatterjee Chiori Hori Jonathan Le Roux Yongfeng Zhang Hongsheng Li A. Cherian 27 11 0 08 Jul 2020
Learning Graph-Convolutional Representations for Point Cloud Denoising Francesca Pistilli Giulia Fracastoro D. Valsesia E. Magli 3DPC 20 76 0 06 Jul 2020
Local Grid Rendering Networks for 3D Object Detection in Point Clouds Jianan Li Jiashi Feng 3DPC 11 1 0 04 Jul 2020
A Closer Look at Local Aggregation Operators in Point Cloud Analysis Ze Liu Han Hu Yue Cao Zheng-Wei Zhang Xin Tong 3DPC 23 181 0 02 Jul 2020
DNF-Net: a Deep Normal Filtering Network for Mesh Denoising Xianzhi Li Ruihui Li Lei Zhu Chi-Wing Fu Pheng-Ann Heng AI4CE 25 49 0 28 Jun 2020
Auxiliary Learning by Implicit Differentiation Aviv Navon Idan Achituve Haggai Maron Gal Chechik Ethan Fetaya 23 59 0 22 Jun 2020
Few-shot 3D Point Cloud Semantic Segmentation Na Zhao Tat-Seng Chua Gim Hee Lee 3DPC 32 105 0 22 Jun 2020
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks F. Fuchs Daniel E. Worrall Volker Fischer Max Welling 3DPC 45 665 0 18 Jun 2020