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SO-Net: Self-Organizing Network for Point Cloud Analysis

12 March 2018

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Papers citing "SO-Net: Self-Organizing Network for Point Cloud Analysis"

47 / 397 papers shown

Title
Linked Dynamic Graph CNN: Learning on Point Cloud via Linking Hierarchical Features Kuangen Zhang M. Hao Jing Wang Clarence W. de Silva Chenglong Fu 3DPC 243 184 0 22 Apr 2019
PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval Wenxiao Zhang Chunxia Xiao 3DPC 141 243 0 22 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 738 2,960 0 18 Apr 2019
3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning Models Daniel Koguciuk L. Chechlinski Tarek El-Gaaly 3DPC 181 12 0 17 Apr 2019
A-CNN: Annularly Convolutional Neural Networks on Point Clouds Artem Komarichev Z. Zhong Jing Hua 3DPC 171 276 0 16 Apr 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 433 988 0 16 Apr 2019
Conditional Single-view Shape Generation for Multi-view Stereo Reconstruction Yi Wei Gangyan Zeng Wang Zhao Jiwen Lu Jie Zhou 3DV 158 33 0 14 Apr 2019
Adaptive Hierarchical Down-Sampling for Point Cloud Classification E. Nezhadarya E. Taghavi Ryan Razani Bingbing Liu Jun Luo 3DPC 117 124 0 11 Apr 2019
A Non-linear Differential CNN-Rendering Module for 3D Data Enhancement Yonatan Svirsky A. Sharf 3DV 101 2 0 09 Apr 2019
Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling Jiancheng Yang Qiang Zhang Bingbing Ni Linguo Li Jinxian Liu Mengdie Zhou Qi Tian 3DPC 276 414 0 06 Apr 2019
ConvPoint: Continuous Convolutions for Point Cloud Processing Alexandre Boulch 3DPC 449 266 0 04 Apr 2019
Rep the Set: Neural Networks for Learning Set Representations Konstantinos Skianis Giannis Nikolentzos Stratis Limnios Michalis Vazirgiannis OCL 126 52 0 03 Apr 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields Quang Pham D. Nguyen Binh-Son Hua Gemma Roig Sai-Kit Yeung ISeg 3DV 200 210 0 01 Apr 2019
Discrete Rotation Equivariance for Point Cloud Recognition Jiaxin Li Yingcai Bi Gim Hee Lee 3DPC 136 24 0 31 Mar 2019
USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds Jiaxin Li Gim Hee Lee 3DPC 173 199 0 30 Mar 2019
Unpaired Point Cloud Completion on Real Scans using Adversarial Training Xuelin Chen Baoquan Chen Niloy J. Mitra 3DPC 400 139 0 29 Mar 2019
Octree guided CNN with Spherical Kernels for 3D Point CloudsComputer Vision and Pattern Recognition (CVPR), 2019 Huan Lei Naveed Akhtar Lin Wang 3DPC 310 150 0 28 Feb 2019
Adversarial Attack and Defense on Point Sets Jiancheng Yang Qiang Zhang Rongyao Fang Bingbing Ni Jinxian Liu Qi Tian 3DPC 175 145 0 28 Feb 2019
Zero-shot Learning of 3D Point Cloud ObjectsIAPR International Workshop on Machine Vision Applications (MVA), 2019 A. Cheraghian Shafin Rahman L. Petersson 3DPC 186 64 0 27 Feb 2019
Global Collaboration through Local Interaction in Competitive LearningNeural Networks (NN), 2019 Abbas Siddiqui Dionysios Georgiadis 3DPC 97 2 0 11 Feb 2019
PointWise: An Unsupervised Point-wise Feature Learning Network Matan Shoef Sharon Fogel Daniel Cohen-Or 3DPC 128 10 0 14 Jan 2019
Volumetric Convolution: Automatic Representation Learning in Unit Ball Sameera Ramasinghe Salman Khan Nick Barnes 113 5 0 03 Jan 2019
3D Point Capsule Networks Yongheng Zhao Tolga Birdal Haowen Deng Federico Tombari 3DPC 200 358 0 27 Dec 2018
IPOD: Intensive Point-based Object Detector for Point Cloud Zetong Yang Yanan Sun Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 170 177 0 13 Dec 2018
LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis Yanfeng Guo Shunbo Zhou Chuanzhe Suo Yingtian Liu Peng Yin Hesheng Wang Yunhui Liu 3DPC 3DV 79 0 0 11 Dec 2018
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding Kaichun Mo Shilin Zhu Angel X. Chang L. Yi Subarna Tripathi Leonidas Guibas Hao Su 3DPC 3DV 383 838 0 06 Dec 2018
Point-to-Pose Voting based Hand Pose Estimation using Residual Permutation Equivariant Layer Shile Li Dongheui Lee 3DPC 173 78 0 05 Dec 2018
Learning to Sample Oren Dovrat Itai Lang S. Avidan 3DPC 114 4 0 04 Dec 2018
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition Haoxuan You Yifan Feng Xibin Zhao C. Zou Rongrong Ji Yue Gao 3DPC 126 72 0 02 Dec 2018
MeshNet: Mesh Neural Network for 3D Shape Representation Yutong Feng Yifan Feng Haoxuan You Xibin Zhao Yue Gao 3DV 3DH 204 335 0 28 Nov 2018
Patch-based Progressive 3D Point Set Upsampling Yifan Wang Shihao Wu J. Herrmann Daniel Cohen-Or O. Sorkine-Hornung 3DPC 184 303 0 27 Nov 2018
Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel ConvolutionAAAI Conference on Artificial Intelligence (AAAI), 2018 Yang You Yujing Lou Qi Liu Yu-Wing Tai Lizhuang Ma Cewu Lu Weiming Wang 3DPC 277 70 0 23 Nov 2018
Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNNComputer Vision and Pattern Recognition (CVPR), 2018 Shiyi Lan Ruichi Yu Gang Yu L. Davis 3DPC 151 157 0 19 Nov 2018
Hierarchical Bipartite Graph Convolution Networks Marcel Nassar GNN 72 18 0 17 Nov 2018
VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation Hsien-Yu Meng Lin Gao Yu-kun Lai Tianyi Zhou 3DPC DRL 145 255 0 11 Nov 2018
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence NetworkAAAI Conference on Artificial Intelligence (AAAI), 2018 Xinhai Liu Mohamed Morchid Yu-Shen Liu Matthias Zwicker 3DPC 239 345 0 06 Nov 2018
3DCapsule: Extending the Capsule Architecture to Classify 3D Point CloudsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2018 Fei Yang C. Zheng 3DPC 121 42 0 06 Nov 2018
Hypergraph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2018 Yifan Feng Haoxuan You Zizhao Zhang Rongrong Ji Yue Gao GNN 295 1,699 0 25 Sep 2018
PointNetGPD: Detecting Grasp Configurations from Point Sets Hongzhuo Liang Xiaojian Ma Shuang Li Michael Görner Song Tang Bin Fang F. Sun Jianwei Zhang 3DPC 266 395 0 17 Sep 2018
VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification Song-Le Chen Lintao Zheng Yan Zhang Zhixin Sun Kai Xu 3DPC 3DV 164 79 0 20 Aug 2018
SAGNet:Structure-aware Generative Network for 3D-Shape Modeling Zhijie Wu Xiang Wang Di Lin Dani Lischinski Daniel Cohen-Or Hui Huang 3DPC 153 52 0 12 Aug 2018
A survey on Deep Learning Advances on Different 3D Data Representations Eman Ahmed Alexandre Saint Abd El Rahman Shabayek K. Cherenkova Rig Das Gleb Gusev Djamila Aouada Björn E. Ottersten AI4TS 3DPC 205 108 0 04 Aug 2018
High Fidelity Semantic Shape Completion for Point Clouds using Latent Optimization Swaminathan Gurumurthy Shubham Agrawal 3DPC 194 38 0 09 Jul 2018
Multi-level 3D CNN for Learning Multi-scale Spatial Features Sambit Ghadai Xian Yeow Lee Aditya Balu Soumik Sarkar A. Krishnamurthy 3DV 3DPC 103 9 0 30 May 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 642 2,732 0 23 Jan 2018
Image2Mesh: A Learning Framework for Single Image 3D Reconstruction J. K. Pontes Chen Kong Sridha Sridharan Simon Lucey Anders P. Eriksson Clinton Fookes 3DV 154 135 0 29 Nov 2017
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 398 549 0 17 Nov 2017