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
Cascaded Refinement Network for Point Cloud Completion with Self-supervision Xiaogang Wang M. Ang G. Lee 3DPC 43 33 0 17 Oct 2020
In Depth Bayesian Semantic Scene Completion David Gillsjö Kalle Åström UQCV BDL 14 1 0 16 Oct 2020
PointManifold: Using Manifold Learning for Point Cloud Classification Dinghao Yang Wei Gao 3DPC 31 4 0 14 Oct 2020
BiPointNet: Binary Neural Network for Point Clouds Haotong Qin Zhongang Cai Mingyuan Zhang Yifu Ding Haiyu Zhao Shuai Yi Xianglong Liu Hao Su 3DPC 30 50 0 12 Oct 2020
A Progressive Conditional Generative Adversarial Network for Generating Dense and Colored 3D Point Clouds Mohammad Arshad William J. Beksi 3DPC 33 22 0 12 Oct 2020
IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration Ziyi Wu Yueqi Duan He Wang Qingnan Fan Leonidas J. Guibas 3DPC 11 60 0 11 Oct 2020
Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud Seohyun Kim Jaeyoo Park Bohyung Han 3DPC 29 75 0 07 Oct 2020
Multi-scale Receptive Fields Graph Attention Network for Point Cloud Classification Xi-An Li Lei Zhang Li-Yan Wang Jian Lu 3DPC 22 7 0 28 Sep 2020
Deep Learning for 3D Point Cloud Understanding: A Survey Haoming Lu Humphrey Shi 3DPC 13 32 0 18 Sep 2020
A Robust and Reliable Point Cloud Recognition Network Under Rigid Transformation Dongrui Liu Chuanchuan Chen Changqing Xu Qi Cai Lei Chu F. Wen Robert C. Qiu 3DPC 22 15 0 15 Sep 2020
DV-ConvNet: Fully Convolutional Deep Learning on Point Clouds with Dynamic Voxelization and 3D Group Convolution Zhaoyu Su P. S. Tan J. Chow Jimmy Wu Yehur Cheong Yu-Hsing Wang 3DPC 17 2 0 07 Sep 2020
Spatial Transformer Point Convolution Yuan Fang Chunyan Xu Zhen Cui Yuan Zong Jian Yang 3DPC 33 235 0 03 Sep 2020
Adaptive Context-Aware Multi-Modal Network for Depth Completion Shanshan Zhao Biwei Huang Huan Fu Dacheng Tao 23 153 0 25 Aug 2020
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded Platform Shijie Li Xieyuanli Chen Yun-Hai Liu Dengxin Dai C. Stachniss Juergen Gall 3DPC 31 78 0 20 Aug 2020
SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification Yida Wang D. Tan Nassir Navab Federico Tombari 3DPC 24 74 0 17 Aug 2020
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation Yu Feng Boyuan Tian Tiancheng Xu P. Whatmough Yuhao Zhu 3DPC 32 58 0 16 Aug 2020
PointMixup: Augmentation for Point Clouds Yunlu Chen Vincent Tao Hu E. Gavves Thomas Mensink Pascal Mettes Pengwan Yang Cees G. M. Snoek 3DPC 30 154 0 14 Aug 2020
Rethinking 3D LiDAR Point Cloud Segmentation Shijie Li Yun-Hai Liu Juergen Gall 3DPC 25 37 0 10 Aug 2020
Cross-modal Center Loss Longlong Jing Elahe Vahdani Jiaxing Tan Yingli Tian 3DPC 12 4 0 08 Aug 2020
LPMNet: Latent Part Modification and Generation for 3D Point Clouds Cihan Ongun A. Temi̇zel 3DPC 24 10 0 08 Aug 2020
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation Hui Zhou Xinge Zhu Xiao-yang Song Yuexin Ma Zhe Wang Hongsheng Li Dahua Lin 3DPC 14 172 0 04 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 34 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 11 116 0 01 Aug 2020
KAPLAN: A 3D Point Descriptor for Shape Completion Audrey Richard Ian Cherabier Martin R. Oswald Marc Pollefeys Konrad Schindler 3DPC 34 9 0 31 Jul 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 42 632 0 31 Jul 2020
Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds Jinxian Liu Minghui Yu Bingbing Ni Yen-Chun Chen 3DPC 21 26 0 27 Jul 2020
Virtual Multi-view Fusion for 3D Semantic Segmentation Abhijit Kundu Xiaoqi Yin Alireza Fathi David A. Ross B. Brewington Thomas Funkhouser C. Pantofaru 3DPC 23 166 0 26 Jul 2020
Learning Gaussian Instance Segmentation in Point Clouds Shih-Hung Liu Shan Yu Shao-Chi Wu Hwann-Tzong Chen Tyng-Luh Liu 3DPC ISeg 36 48 0 20 Jul 2020
Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapes Lei Yang Wenxi Liu Zhiming Cui Nenglun Chen Wenping Wang 3DPC 16 16 0 19 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 32 130 0 14 Jul 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 30 32 0 09 Jul 2020
Detail Preserved Point Cloud Completion via Separated Feature Aggregation Wenxiao Zhang Qingan Yan Chunxia Xiao 3DPC 19 133 0 05 Jul 2020
Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes Andrew Y. K. Foong W. Bruinsma Jonathan Gordon Yann Dubois James Requeima Richard Turner BDL 14 77 0 02 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 29 182 0 02 Jul 2020
A Two-step Surface-based 3D Deep Learning Pipeline for Segmentation of Intracranial Aneurysms Xi Yang Ding Xia Taichi Kin Takeo Igarashi 3DPC 18 13 0 29 Jun 2020
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization Jingang Tan Lili Chen Kangru Wang Jingquan Peng Jiamao Li Xiaolin Zhang 13 8 0 25 Jun 2020
GRNet: Gridding Residual Network for Dense Point Cloud Completion Haozhe Xie H. Yao Shangchen Zhou Jiageng Mao Shengping Zhang Wenxiu Sun 3DPC 22 312 0 06 Jun 2020
Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds Zhongpai Gao Guangtao Zhai Junchi Yan Xiaokang Yang 3DPC 24 2 0 27 May 2020
OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression Lila Huang Shenlong Wang K. Wong Jerry Liu R. Urtasun 3DPC 24 144 0 14 May 2020
Dense-Resolution Network for Point Cloud Classification and Segmentation Shi Qiu Saeed Anwar Nick Barnes 3DPC 24 94 0 14 May 2020
MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling Y. Qian Junhui Hou Qijian Zhang Yiming Zeng Sam Kwong Ying He 3DPC 32 23 0 01 May 2020
DAPnet: A Double Self-attention Convolutional Network for Point Cloud Semantic Labeling Li Chen Zewei Xu Qing Zhu Haozhe Huang Shaowen Wang Haifeng Li 3DPC 25 12 0 18 Apr 2020
Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 14 34 0 13 Apr 2020
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review Yaodong Cui Ren‐Hao Chen Wenbo Chu Long Chen Daxin Tian Ying Li Dongpu Cao 3DPC 32 385 0 10 Apr 2020
MNEW: Multi-domain Neighborhood Embedding and Weighting for Sparse Point Clouds Segmentation Yang Zheng I. Izzat S. Song 3DPC 30 0 0 05 Apr 2020
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation Li Jiang Hengshuang Zhao Shaoshuai Shi Shu Liu Chi-Wing Fu Jiaya Jia 3DPC 37 428 0 03 Apr 2020
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes Jonas Schult Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC 3DV 28 84 0 02 Apr 2020
PointAR: Efficient Lighting Estimation for Mobile Augmented Reality Yiqin Zhao Tian Guo 3DPC 22 29 0 30 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds Yongming Rao Jiwen Lu Jie Zhou 3DPC 33 131 0 29 Mar 2020