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1803.04249
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SO-Net: Self-Organizing Network for Point Cloud Analysis
12 March 2018
Jiaxin Li
Ben M. Chen
Gim Hee Lee
3DPC
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Papers citing
"SO-Net: Self-Organizing Network for Point Cloud Analysis"
50 / 398 papers shown
3DMotion-Net: Learning Continuous Flow Function for 3D Motion Prediction
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020
Shuaihang Yuan
Xiang Li
Anthony Tzes
Yi Fang
3DPC
89
2
0
24 Jun 2020
Local-Area-Learning Network: Meaningful Local Areas for Efficient Point Cloud Analysis
Qendrim Bytyqi
Nicola Wolpert
E. Schömer
3DPC
141
3
0
12 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study
Biao Gao
Yancheng Pan
Chengkun Li
Sibo Geng
Huijing Zhao
3DPC
299
27
0
08 Jun 2020
Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds
Zhongpai Gao
Guangtao Zhai
Junchi Yan
Xiaokang Yang
3DPC
96
2
0
27 May 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review
Ying Li
Lingfei Ma
Zilong Zhong
Fei Liu
Dongpu Cao
Jonathan Li
M. Chapman
3DPC
180
503
0
20 May 2020
Dense-Resolution Network for Point Cloud Classification and Segmentation
Shi Qiu
Saeed Anwar
Nick Barnes
3DPC
209
110
0
14 May 2020
Point Cloud Completion by Skip-attention Network with Hierarchical Folding
Xin Wen
Tianyang Li
Zhizhong Han
Yu-Shen Liu
3DPC
312
272
0
08 May 2020
MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling
Y. Qian
Xianqiang Lyu
Qijian Zhang
Yiming Zeng
Sam Kwong
Ying He
3DPC
188
27
0
01 May 2020
DPDist : Comparing Point Clouds Using Deep Point Cloud Distance
European Conference on Computer Vision (ECCV), 2020
Dahlia Urbach
Yizhak Ben-Shabat
M. Lindenbaum
3DPC
147
40
0
24 Apr 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges
International Conference on Pattern Recognition (ICPR), 2020
A. Alliegro
Davide Boscaini
Tatiana Tommasi
3DPC
SSL
173
43
0
15 Apr 2020
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution
Alexandre Boulch
Gilles Puy
Renaud Marlet
3DPC
191
2
0
09 Apr 2020
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation
European Conference on Computer Vision (ECCV), 2020
Chenfeng Xu
Bichen Wu
Zining Wang
Wei Zhan
Peter Vajda
Kurt Keutzer
Masayoshi Tomizuka
3DPC
247
407
0
03 Apr 2020
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes
Computer Vision and Pattern Recognition (CVPR), 2020
Jonas Schult
Francis Engelmann
Theodora Kontogianni
Bastian Leibe
3DPC
3DV
207
90
0
02 Apr 2020
SK-Net: Deep Learning on Point Cloud via End-to-end Discovery of Spatial Keypoints
AAAI Conference on Artificial Intelligence (AAAI), 2020
Weikun Wu
Yan Zhang
David Wang
Yunqi Lei
3DPC
197
55
0
31 Mar 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions
European Conference on Computer Vision (ECCV), 2020
Matheus Gadelha
Aruni RoyChowdhury
Gopal Sharma
E. Kalogerakis
Liangliang Cao
Erik Learned-Miller
Rui Wang
Subhransu Maji
3DPC
226
47
0
30 Mar 2020
PointGMM: a Neural GMM Network for Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2020
Amir Hertz
Rana Hanocka
Raja Giryes
Daniel Cohen-Or
3DPC
278
70
0
30 Mar 2020
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2020
Jiacheng Wei
Guosheng Lin
Kim-Hui Yap
Tzu-Yi Hung
Lihua Xie
3DPC
143
151
0
29 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds
Computer Vision and Pattern Recognition (CVPR), 2020
Yongming Rao
Jiwen Lu
Jie Zhou
3DPC
149
145
0
29 Mar 2020
Cross-Shape Attention for Part Segmentation of 3D Point Clouds
Marios Loizou
Siddhant Garg
Dmitry Petrov
Melinos Averkiou
E. Kalogerakis
3DPC
379
4
0
20 Mar 2020
LRC-Net: Learning Discriminative Features on Point Clouds by Encoding Local Region Contexts
Computer Aided Geometric Design (CAGD), 2020
Xinhai Liu
Zhizhong Han
Fangzhou Hong
Yu-Shen Liu
Matthias Zwicker
3DPC
264
22
0
18 Mar 2020
Multimodal Shape Completion via Conditional Generative Adversarial Networks
European Conference on Computer Vision (ECCV), 2020
Rundi Wu
Xuelin Chen
Yixin Zhuang
Baoquan Chen
3DPC
289
96
0
17 Mar 2020
Unsupervised Learning of Category-Specific Symmetric 3D Keypoints from Point Sets
European Conference on Computer Vision (ECCV), 2020
Clara Fernandez-Labrador
Ajad Chhatkuli
D. Paudel
Jose J. Guerrero
C. Demonceaux
Luc Van Gool
3DPC
232
41
0
17 Mar 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Xianzhi Li
Ruihui Li
Guangyong Chen
Chi-Wing Fu
Daniel Cohen-Or
Pheng-Ann Heng
3DPC
339
118
0
16 Mar 2020
Learning to Segment 3D Point Clouds in 2D Image Space
Computer Vision and Pattern Recognition (CVPR), 2020
Yecheng Lyu
Xinming Huang
Ziming Zhang
3DPC
267
62
0
12 Mar 2020
Unsupervised Learning of Intrinsic Structural Representation Points
Computer Vision and Pattern Recognition (CVPR), 2020
Nenglun Chen
Lingjie Liu
Zhiming Cui
Runnan Chen
Duygu Ceylan
Changhe Tu
Wenping Wang
3DPC
248
63
0
03 Mar 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Xi Yang
Ding Xia
Taichi Kin
Takeo Igarashi
228
93
0
02 Mar 2020
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
621
0
01 Mar 2020
REGNet: REgion-based Grasp Network for End-to-end Grasp Detection in Point Clouds
Binglei Zhao
Hanbo Zhang
Xuguang Lan
Haoyu Wang
Zhiqiang Tian
Nanning Zheng
3DPC
230
13
0
28 Feb 2020
MANet: Multimodal Attention Network based Point- View fusion for 3D Shape Recognition
International Conference on Pattern Recognition (ICPR), 2020
Yaxin Zhao
Jichao Jiao
Tangkun Zhang
3DPC
122
8
0
28 Feb 2020
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks
Computer Vision and Pattern Recognition (CVPR), 2020
Yue Zhao
Yuwei Wu
Caihua Chen
A. Lim
3DPC
331
89
0
27 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
296
165
0
25 Feb 2020
AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing
International Conference on Learning Representations (ICLR), 2020
Xingzhe He
Helen Lu Cao
Bo Zhu
3DPC
135
10
0
01 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
Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020
Lulu Tang
Ke Chen
Chaozheng Wu
Yu Hong
Kui Jia
Zhixin Yang
3DPC
134
26
0
14 Jan 2020
Quaternion Equivariant Capsule Networks for 3D Point Clouds
European Conference on Computer Vision (ECCV), 2019
Yongheng Zhao
Tolga Birdal
J. E. Lenssen
Emanuele Menegatti
Leonidas Guibas
Federico Tombari
3DPC
443
92
0
27 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
Geometry Sharing Network for 3D Point Cloud Classification and Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2019
Mingye Xu
Zhipeng Zhou
Yu Qiao
3DPC
162
100
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
167
120
0
20 Dec 2019
Transductive Zero-Shot Learning for 3D Point Cloud Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
A. Cheraghian
Shafin Rahman
Dylan Campbell
L. Petersson
3DPC
219
65
0
16 Dec 2019
Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds
VISIGRAPP (VISIGRAPP), 2019
Vage Egiazarian
Savva Ignatyev
Alexey Artemov
Oleg Voynov
A. Kravchenko
Youyi Zheng
Luiz Velho
Evgeny Burnaev
3DPC
132
8
0
13 Dec 2019
SampleNet: Differentiable Point Cloud Sampling
Computer Vision and Pattern Recognition (CVPR), 2019
Itai Lang
Asaf Manor
S. Avidan
3DPC
187
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
405
269
0
06 Dec 2019
Spectral-GANs for High-Resolution 3D Point-cloud Generation
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019
Sameera Ramasinghe
Salman Khan
Nick Barnes
Stephen Gould
3DPC
303
40
0
04 Dec 2019
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds
European Conference on Computer Vision (ECCV), 2019
Abdullah Hamdi
Sara Rojas
Ali K. Thabet
Guohao Li
AAML
3DPC
363
161
0
01 Dec 2019
Representation Learning on Unit Ball with 3D Roto-Translational Equivariance
International Journal of Computer Vision (IJCV), 2019
Sameera Ramasinghe
Salman Khan
Nick Barnes
Stephen Gould
135
8
0
30 Nov 2019
Geometric Back-projection Network for Point Cloud Classification
S. Qiu
Saeed Anwar
Nick Barnes
3DPC
238
4
0
28 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
Nearest Neighbor Sampling of Point Sets using Rays
Communication on Applied Mathematics and Computation (CAMC), 2019
Liangchen Liu
Louis Ly
C. Macdonald
Y. Tsai
443
1
0
25 Nov 2019
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