Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

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

50 / 832 papers shown

Title
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation Chenfeng Xu Bichen Wu Zining Wang Wei Zhan Peter Vajda Kurt Keutzer M. Tomizuka 3DPC 20 353 0 03 Apr 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation Lei Yang Dapeng Chen Xiaohang Zhan Rui Zhao Chen Change Loy Dahua Lin 3DH GNN CVBM 13 87 0 01 Apr 2020
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation Yang Zhang Zixiang Zhou P. David Xiangyu Yue Zerong Xi Boqing Gong H. Foroosh 3DPC 15 452 0 31 Mar 2020
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Francis Engelmann M. Bokeloh Alireza Fathi Bastian Leibe Matthias Nießner 3DPC 22 213 0 30 Mar 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 26 45 0 30 Mar 2020
RPM-Net: Robust Point Matching using Learned Features Zi Jian Yew Gim Hee Lee 3DPC 20 434 0 30 Mar 2020
PointGMM: a Neural GMM Network for Point Clouds Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or 3DPC 25 65 0 30 Mar 2020
Self-Supervised Learning for Domain Adaptation on Point-Clouds Idan Achituve Haggai Maron Gal Chechik 3DPC 35 160 0 29 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds Yongming Rao Jiwen Lu Jie Zhou 3DPC 22 130 0 29 Mar 2020
SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans A. Avetisyan T. Khanova Chris Choy D. Dash Angela Dai Matthias Nießner 3DPC 24 63 0 27 Mar 2020
ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds Gopal Sharma Difan Liu Subhransu Maji E. Kalogerakis S. Chaudhuri Radomír Mvech 3DPC 16 138 0 26 Mar 2020
Tractogram filtering of anatomically non-plausible fibers with geometric deep learning Pietro Astolfi R. Verhagen Laurent Petit E. Olivetti Jonathan Masci Davide Boscaini P. Avesani MedIm 8 24 0 24 Mar 2020
PointNetKL: Deep Inference for GICP Covariance Estimation in Bathymetric SLAM Ignacio Torroba Christopher Iliffe Sprague Nils Bore John Folkesson 3DPC 22 16 0 24 Mar 2020
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 160 226 0 23 Mar 2020
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas J. Guibas 14 68 0 21 Mar 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 240 558 0 19 Mar 2020
Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways W. Tan Nannan Qin Lingfei Ma Ying Li Jing Du Guorong Cai Ke Yang Jonathan Li 3DPC 17 196 0 18 Mar 2020
LRC-Net: Learning Discriminative Features on Point Clouds by Encoding Local Region Contexts Xinhai Liu Zhizhong Han Fangzhou Hong Yu-Shen Liu Matthias Zwicker 3DPC 16 20 0 18 Mar 2020
Scan2Plan: Efficient Floorplan Generation from 3D Scans of Indoor Scenes Ameya Phalak Vijay Badrinarayanan Andrew Rabinovich 3DPC 17 14 0 16 Mar 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis Xianzhi Li Ruihui Li Guangyong Chen Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 120 109 0 16 Mar 2020
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks Chixiang Ma Lei-huan Sun Zhuoyao Zhong Qiang Huo 33 56 0 16 Mar 2020
Learning 2D-3D Correspondences To Solve The Blind Perspective-n-Point Problem Liu Liu Dylan Campbell Hongdong Li Dingfu Zhou Xibin Song Ruigang Yang 3DPC 3DV 16 21 0 15 Mar 2020
Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation Jiazhao Zhang Chenyang Zhu Lintao Zheng Kai Xu 3DPC 32 61 0 13 Mar 2020
Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection Kaihua Zhang Tengpeng Li Shiwen Shen Bo Liu Jin Chen Qingshan Liu 19 96 0 13 Mar 2020
Learning Diverse Fashion Collocation by Neural Graph Filtering Xin Liu Yongbin Sun Ziwei Liu Dahua Lin 23 26 0 11 Mar 2020
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 39 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 25 46 0 05 Mar 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 156 737 0 02 Mar 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning Xi Yang Ding Xia Taichi Kin Takeo Igarashi 17 71 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 56 164 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 29 544 0 01 Mar 2020
Indoor Scene Recognition in 3D Shengyu Huang Mikhail (Misha) Usvyatsov Konrad Schindler 3DV 3DPC 16 19 0 28 Feb 2020
Triangle-Net: Towards Robustness in Point Cloud Learning Chenxi Xiao J. Wachs 3DH 3DPC 31 34 0 27 Feb 2020
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 22 145 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 14 145 0 25 Feb 2020
PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling Y. Qian Junhui Hou Sam Kwong Ying He 3DPC 22 115 0 24 Feb 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 29 90 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 40 100 0 19 Feb 2020
Inductive Representation Learning on Temporal Graphs Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 14 607 0 19 Feb 2020
Hybrid Graph Neural Networks for Crowd Counting Ao Luo Fan Yang Xin Li Dong Nie Zhicheng Jiao Shangchen Zhou Hong Cheng 28 84 0 31 Jan 2020
Deep Snake for Real-Time Instance Segmentation Sida Peng W. Jiang Huaijin Pi Xiuli Li Hujun Bao Xiaowei Zhou ISeg SSeg 37 299 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 38 1,744 0 31 Dec 2019
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica A. Micheli Marco Podda AI4CE GNN 42 276 0 29 Dec 2019
Quaternion Equivariant Capsule Networks for 3D Point Clouds Yongheng Zhao Tolga Birdal J. E. Lenssen Emanuele Menegatti Leonidas J. Guibas Federico Tombari 3DPC 26 88 0 27 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 8 93 0 23 Dec 2019
Geometry Sharing Network for 3D Point Cloud Classification and Segmentation Mingye Xu Zhipeng Zhou Yu Qiao 3DPC 19 92 0 23 Dec 2019
What You See is What You Get: Exploiting Visibility for 3D Object Detection Peiyun Hu Jason Ziglar David Held Deva Ramanan 3DPC 22 116 0 10 Dec 2019
SampleNet: Differentiable Point Cloud Sampling Itai Lang Asaf Manor S. Avidan 3DPC 16 163 0 08 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud Learning Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 25 244 0 06 Dec 2019
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds Abdullah Hamdi Sara Rojas Ali K. Thabet Guohao Li AAML 3DPC 28 127 0 01 Dec 2019