PointConv: Deep Convolutional Networks on 3D Point Clouds

17 November 2018

Papers citing "PointConv: Deep Convolutional Networks on 3D Point Clouds"

50 / 701 papers shown

Title
Cross-Shape Attention for Part Segmentation of 3D Point Clouds Marios Loizou Siddhant Garg Dmitry Petrov Melinos Averkiou E. Kalogerakis 3DPC 27 2 0 20 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
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras R. W. Baldwin Mohammed Almatrafi V. Asari Keigo Hirakawa 45 74 0 18 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
Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation Jiazhao Zhang Chenyang Zhu Lintao Zheng Kai Xu 3DPC 37 61 0 13 Mar 2020
Learning to Segment 3D Point Clouds in 2D Image Space Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 20 52 0 12 Mar 2020
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds G. Wu Zhiyi Pan Peng-Tao Jiang Changhe Tu 3DPC 22 6 0 11 Mar 2020
Unsupervised Learning of Intrinsic Structural Representation Points Nenglun Chen Lingjie Liu Zhiming Cui Runnan Chen Duygu Ceylan Changhe Tu Wenping Wang 3DPC 17 56 0 03 Mar 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning Xi Yang Ding Xia Taichi Kin Takeo Igarashi 17 71 0 02 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 22 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 34 544 0 01 Mar 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 16 68 0 28 Feb 2020
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data Marc Finzi Samuel Stanton Pavel Izmailov A. Wilson 30 317 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 19 145 0 25 Feb 2020
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor Jiachen Xu Jing-yu Gong Jie Zhou Xin Tan Yuan Xie Lizhuang Ma 3DV 27 16 0 24 Jan 2020
Review: deep learning on 3D point clouds Saifullahi Aminu Bello Shangshu Yu Cheng-Yu Wang 3DPC 31 232 0 17 Jan 2020
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation Tong He Dong Gong Zhi Tian Chunhua Shen 3DV 43 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 38 1,744 0 31 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 22 2 0 29 Dec 2019
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 27 1,645 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 16 93 0 23 Dec 2019
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds Lin Zhao Wenbing Tao 3DV ISeg 45 105 0 20 Dec 2019
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices R. Rosu Peer Schütt Jan Quenzel Sven Behnke 3DPC 3DV 24 92 0 12 Dec 2019
What You See is What You Get: Exploiting Visibility for 3D Object Detection Peiyun Hu Jason Ziglar David Held Deva Ramanan 3DPC 24 116 0 10 Dec 2019
Learning to Optimally Segment Point Clouds Peiyun Hu David Held Deva Ramanan 3DPC 16 18 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 31 244 0 06 Dec 2019
PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds Wenxuan Wu Zhiyuan Wang Zhuwen Li Wei Liu Fuxin Li 3DPC 15 78 0 27 Nov 2019
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds Qingyong Hu Bo Yang Linhai Xie Stefano Rosa Yulan Guo Zhihua Wang A. Trigoni Andrew Markham 3DPC 24 1,473 0 25 Nov 2019
Visualizing Point Cloud Classifiers by Curvature Smoothing Ziwen Chen Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 31 5 0 23 Nov 2019
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing Wen Shen Zhihua Wei Shikun Huang Binbin Zhang Panyue Chen Ping Zhao Quanshi Zhang 3DPC 21 1 0 20 Nov 2019
Data-Free Point Cloud Network for 3D Face Recognition Ziyu Zhang F. Da Yi Yu CVBM 3DH 3DPC 36 12 0 12 Nov 2019
Convolutional Conditional Neural Processes Jonathan Gordon W. Bruinsma Andrew Y. K. Foong James Requeima Yann Dubois Richard Turner BDL 25 162 0 29 Oct 2019
PointRNN: Point Recurrent Neural Network for Moving Point Cloud Processing Hehe Fan Yezhou Yang 3DPC 32 87 0 18 Oct 2019
Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR Point Cloud Classification Xiang Li Lingjing Wang Mingyang Wang Lingjing Wang Congcong Wen Yi Fang 3DPC 13 33 0 14 Oct 2019
Learning Continuous 3D Reconstructions for Geometrically Aware Grasping Mark Van der Merwe Qingkai Lu Balakumar Sundaralingam Martin Matak Tucker Hermans 3DV 15 88 0 02 Oct 2019
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 153 160 0 30 Sep 2019
Point Attention Network for Semantic Segmentation of 3D Point Clouds Mingtao Feng Liang Zhang Xuefei Lin Syed Zulqarnain Gilani Ajmal Mian 3DPC 56 150 0 27 Sep 2019
Learned Point Cloud Geometry Compression Jianqiang Wang Hao Zhu Zhan Ma Tong Chen Haojie Liu Qiu Shen 3DPC 11 143 0 26 Sep 2019
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation Li Jiang Hengshuang Zhao Shu Liu Xiaoyong Shen Chi-Wing Fu Jiaya Jia 3DPC 23 193 0 23 Sep 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Mian 3DPC 30 166 0 20 Sep 2019
StarNet: Targeted Computation for Object Detection in Point Clouds Jiquan Ngiam Benjamin Caine Wei Han Brandon Yang Yuning Chai ... O. Alsharif Patrick Nguyen Z. Chen Jonathon Shlens Vijay Vasudevan 3DPC 29 111 0 29 Aug 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 21 38 0 29 Aug 2019
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Yuxing Xie Jiaojiao Tian Xiaoxiang Zhu 3DPC 27 206 0 23 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 30 215 0 13 Aug 2019
Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point Clouds Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC 33 27 0 28 Jul 2019
From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network Shaoshuai Shi Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 33 823 0 08 Jul 2019
Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds L. Prantl N. Chentanez S. Jeschke Nils Thuerey 3DPC 13 14 0 03 Jul 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 19 53 0 31 May 2019
NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds P. Jin Tianhao Lai Rongjie Lai Bin Dong 3DPC 9 3 0 29 May 2019