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PointConv: Deep Convolutional Networks on 3D Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2018
17 November 2018
Wenxuan Wu
Chen Ma
Fuxin Li
3DPC
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Papers citing
"PointConv: Deep Convolutional Networks on 3D Point Clouds"
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PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling
Computer Vision and Pattern Recognition (CVPR), 2020
Xu Yan
Chaoda Zheng
Zhuguo Li
Sheng Wang
Shuguang Cui
3DPC
320
625
0
01 Mar 2020
KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations
Computer Vision and Pattern Recognition (CVPR), 2020
Yang You
Yujing Lou
Chengkun Li
Zhoujun Cheng
Liangwei Li
Lizhuang Ma
Weiming Wang
Cewu Lu
3DH
3DV
3DPC
520
82
0
28 Feb 2020
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data
International Conference on Machine Learning (ICML), 2020
Marc Finzi
Samuel Stanton
Pavel Izmailov
A. Wilson
391
360
0
25 Feb 2020
FPConv: Learning Local Flattening for Point Convolution
Computer Vision and Pattern Recognition (CVPR), 2020
Yiqun Lin
Zizheng Yan
Haibin Huang
Dong Du
Ligang Liu
Shuguang Cui
Xiaoguang Han
3DPC
299
165
0
25 Feb 2020
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Jiachen Xu
Jing-yu Gong
Jie Zhou
Xin Tan
Yuan Xie
Lizhuang Ma
3DV
149
17
0
24 Jan 2020
Review: deep learning on 3D point clouds
Remote Sensing (RS), 2020
Saifullahi Aminu Bello
Shangshu Yu
Cheng-Yu Wang
3DPC
218
277
0
17 Jan 2020
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation
European Conference on Computer Vision (ECCV), 2020
Tong He
Dong Gong
Zhi Tian
Chunhua Shen
3DV
198
43
0
06 Jan 2020
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), 2019
Shaoshuai Shi
Chaoxu Guo
Li Jiang
Zhe Wang
Jianping Shi
Xiaogang Wang
Jiaming Song
3DPC
472
2,114
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
219
2
0
29 Dec 2019
Deep Learning for 3D Point Clouds: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Yulan Guo
Hanyun Wang
Qingyong Hu
Hao Liu
Tianpeng Liu
Bennamoun
3DPC
485
2,029
0
27 Dec 2019
Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling
AAAI Conference on Artificial Intelligence (AAAI), 2019
Wenkai Han
Chenglu Wen
Cheng-Yu Wang
Xin Li
Qing Li
3DPC
128
99
0
23 Dec 2019
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds
AAAI Conference on Artificial Intelligence (AAAI), 2019
Lin Zhao
Wenbing Tao
3DV
ISeg
168
120
0
20 Dec 2019
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices
R. Rosu
Peer Schütt
Jan Quenzel
Sven Behnke
3DPC
3DV
273
99
0
12 Dec 2019
What You See is What You Get: Exploiting Visibility for 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), 2019
Peiyun Hu
Jason Ziglar
David Held
Deva Ramanan
3DPC
168
127
0
10 Dec 2019
Learning to Optimally Segment Point Clouds
IEEE Robotics and Automation Letters (RA-L), 2019
Peiyun Hu
David Held
Deva Ramanan
3DPC
46
19
0
10 Dec 2019
SampleNet: Differentiable Point Cloud Sampling
Computer Vision and Pattern Recognition (CVPR), 2019
Itai Lang
Asaf Manor
S. Avidan
3DPC
188
198
0
08 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud Learning
Computer Vision and Pattern Recognition (CVPR), 2019
Qiangeng Xu
Xudong Sun
Cho-Ying Wu
Panqu Wang
Ulrich Neumann
3DPC
GNN
406
269
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
329
87
0
27 Nov 2019
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2019
Qingyong Hu
Bo Yang
Linhai Xie
Stefano Rosa
Yulan Guo
Zhihua Wang
A. Trigoni
Andrew Markham
3DPC
472
1,812
0
25 Nov 2019
Visualizing Point Cloud Classifiers by Curvature Smoothing
British Machine Vision Conference (BMVC), 2019
Ziwen Chen
Wenxuan Wu
Chen Ma
Fuxin Li
3DPC
96
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
341
1
0
20 Nov 2019
Data-Free Point Cloud Network for 3D Face Recognition
Ziyu Zhang
F. Da
Yi Yu
CVBM
3DH
3DPC
111
14
0
12 Nov 2019
Convolutional Conditional Neural Processes
International Conference on Learning Representations (ICLR), 2019
Jonathan Gordon
W. Bruinsma
Andrew Y. K. Foong
James Requeima
Yann Dubois
Richard Turner
BDL
562
187
0
29 Oct 2019
PointRNN: Point Recurrent Neural Network for Moving Point Cloud Processing
Hehe Fan
Yezhou Yang
3DPC
161
103
0
18 Oct 2019
Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR Point Cloud Classification
Isprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2019
Xiang Li
Lingjing Wang
Mingyang Wang
Lingjing Wang
Congcong Wen
Yi Fang
3DPC
120
36
0
14 Oct 2019
Learning Continuous 3D Reconstructions for Geometrically Aware Grasping
IEEE International Conference on Robotics and Automation (ICRA), 2019
Mark Van der Merwe
Qingkai Lu
Balakumar Sundaralingam
Martin Matak
Tucker Hermans
3DV
236
98
0
02 Oct 2019
Multi-view PointNet for 3D Scene Understanding
M. Jaritz
Jiayuan Gu
Hao Su
3DPC
357
180
0
30 Sep 2019
Point Attention Network for Semantic Segmentation of 3D Point Clouds
Pattern Recognition (Pattern Recognit.), 2019
Mingtao Feng
Liang Zhang
Xuefei Lin
Syed Zulqarnain Gilani
Lin Wang
3DPC
234
158
0
27 Sep 2019
Learned Point Cloud Geometry Compression
Jianqiang Wang
Hao Zhu
Zhan Ma
Tong Chen
Haojie Liu
Qiu Shen
3DPC
169
182
0
26 Sep 2019
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2019
Li Jiang
Hengshuang Zhao
Shu Liu
Xiaoyong Shen
Chi-Wing Fu
Jiaya Jia
3DPC
166
205
0
23 Sep 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Huan Lei
Naveed Akhtar
Lin Wang
3DPC
243
179
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
Zhiwen Chen
Jonathon Shlens
Vijay Vasudevan
3DPC
280
125
0
29 Aug 2019
Point2SpatialCapsule: Aggregating Features and Spatial Relationships of Local Regions on Point Clouds using Spatial-aware Capsules
IEEE Transactions on Image Processing (TIP), 2019
Xin Wen
Zhizhong Han
Xinhai Liu
Yu-Shen Liu
3DPC
227
41
0
29 Aug 2019
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation
Yuxing Xie
Jiaojiao Tian
Xiaoxiang Zhu
3DPC
213
207
0
23 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding
IEEE International Conference on Computer Vision (ICCV), 2019
Jiageng Mao
Xiaogang Wang
Jiaming Song
3DPC
198
236
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
242
27
0
28 Jul 2019
From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Shaoshuai Shi
Zhe Wang
Jianping Shi
Xiaogang Wang
Jiaming Song
3DPC
289
962
0
08 Jul 2019
Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds
International Conference on Learning Representations (ICLR), 2019
L. Prantl
N. Chentanez
S. Jeschke
Nils Thuerey
3DPC
225
14
0
03 Jul 2019
Point Clouds Learning with Attention-based Graph Convolution Networks
Zhuyang Xie
Junzhou Chen
B. Peng
3DPC
193
59
0
31 May 2019
NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds
Journal of Scientific Computing (J. Sci. Comput.), 2019
P. Jin
Tianhao Lai
Rongjie Lai
Bin Dong
3DPC
198
3
0
29 May 2019
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