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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"

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Title
Improved Generalization Bounds of Group Invariant / Equivariant Deep Networks via Quotient Feature Spaces Akiyoshi Sannai Masaaki Imaizumi M. Kawano MLT 55 31 0 15 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 59 33 0 14 Oct 2019
Irregular Convolutional Auto-Encoder on Point Clouds Yuhui Zhang G. Gutmann Konagaya Akihiko 3DPC 35 2 0 07 Oct 2019
On Universal Equivariant Set Networks Nimrod Segol Y. Lipman 3DPC 142 65 0 06 Oct 2019
Point Attention Network for Semantic Segmentation of 3D Point Clouds Mingtao Feng Liang Zhang Xuefei Lin Syed Zulqarnain Gilani Ajmal Mian 3DPC 136 152 0 27 Sep 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Mian 3DPC 93 168 0 20 Sep 2019
DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing Yongcheng Liu Bin Fan Gaofeng Meng Jiwen Lu Shiming Xiang Chunhong Pan 3DPC 193 272 0 09 Sep 2019
DublinCity: Annotated LiDAR Point Cloud and its Applications S. M. J. Zolanvari Susana Ruano A. Rana Alan Cummins Rogério E. da Silva M. Rahbar A. Smolic 3DV 3DPC 81 91 0 06 Sep 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 84 38 0 29 Aug 2019
Efficient Learning on Point Clouds with Basis Point Sets Sergey Prokudin Christoph Lassner Javier Romero 3DPC 67 120 0 24 Aug 2019
Blended Convolution and Synthesis for Efficient Discrimination of 3D Shapes Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 3DPC 121 4 0 24 Aug 2019
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Congcong Wen Lina Yang Ling Peng Xiang Li T. Chi 3DPC 79 101 0 19 Aug 2019
Geometric Disentanglement for Generative Latent Shape Models Tristan Aumentado-Armstrong Stavros Tsogkas Allan D. Jepson Sven J. Dickinson DRL 82 56 0 18 Aug 2019
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua D. Rosen Sai-Kit Yeung 3DPC 67 169 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 90 349 0 17 Aug 2019
Justlookup: One Millisecond Deep Feature Extraction for Point Clouds By Lookup Tables Hongxin Lin Zelin Xiao Yang Tan Hongyang Chao Shengyong Ding 3DPC 49 22 0 14 Aug 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 164 787 0 13 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 69 218 0 13 Aug 2019
Point Cloud Super Resolution with Adversarial Residual Graph Networks Huikai Wu Junge Zhang Kaiqi Huang 3DPC 77 47 0 06 Aug 2019
L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention Xinhai Liu Zhizhong Han Xin Wen Yu-Shen Liu Matthias Zwicker 3DPC 120 87 0 02 Aug 2019
Deformable Filter Convolution for Point Cloud Reasoning Yuwen Xiong Mengye Ren Renjie Liao K. Wong R. Urtasun 3DPC 80 17 0 30 Jul 2019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 3DPC 134 143 0 30 Jul 2019
DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation Zong-gui Zhao Min Liu K. Ramani 3DPC 64 18 0 28 Jul 2019
PointAtrousGraph: Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points Liang Pan C. Chew Gim Hee Lee 3DPC 55 8 0 23 Jul 2019
STD: Sparse-to-Dense 3D Object Detector for Point Cloud Zetong Yang Yanan Sun Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 144 749 0 22 Jul 2019
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 74 41 0 15 Jul 2019
A review on deep learning techniques for 3D sensed data classification David J. Griffiths Jan Boehm 3DPC 3DV 100 166 0 09 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 172 677 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 65 14 0 03 Jul 2019
Going Deeper with Lean Point Networks Eric-Tuan Lê Iasonas Kokkinos Niloy J. Mitra 3DPC 52 6 0 01 Jul 2019
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 86 15 0 27 Jun 2019
Spatial Transformer for 3D Point Clouds Jiayun Wang Rudrasis Chakraborty Stella X. Yu 3DPC 75 15 0 26 Jun 2019
MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks Qi Xuan Fuxian Li Yi Liu Yun Xiang 3DPC 34 9 0 15 Jun 2019
Unsupervised Primitive Discovery for Improved 3D Generative Modeling Salman H. Khan Yulan Guo Munawar Hayat Nick Barnes 62 33 0 09 Jun 2019
Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration Lingjing Wang Xiang Li Jianchun Chen Yi Fang 3DPC 79 25 0 07 Jun 2019
Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds Bo Yang Jianan Wang R. Clark Qingyong Hu Sen Wang Andrew Markham A. Trigoni 3DPC 160 328 0 04 Jun 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 109 54 0 31 May 2019
A survey of Object Classification and Detection based on 2D/3D data Xiaoke Shen 3DPC 56 26 0 29 May 2019
NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds P. Jin Tianhao Lai Rongjie Lai Bin Dong 3DPC 31 3 0 29 May 2019
SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing Chaitanya Kaul Nick E. Pears S. Manandhar 3DPC 72 14 0 18 May 2019
3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention Zhizhong Han Xiyang Wang Chi-Man Vong Yu-Shen Liu Matthias Zwicker C. L. P. Chen 3DPC 53 41 0 17 May 2019
LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer Lin-Zhuo Chen Xuan-Yi Li Deng-Ping Fan Kai Wang Shao-Ping Lu Ming-Ming Cheng 3DPC 53 34 0 14 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 101 73 0 11 May 2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion M. Sarmad H. J. Lee Y. Kim 3DPC 90 181 0 28 Apr 2019
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 79 171 0 22 Apr 2019
PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval Wenxiao Zhang Chunxia Xiao 3DPC 58 228 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 175 2,560 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 48 11 0 17 Apr 2019
A-CNN: Annularly Convolutional Neural Networks on Point Clouds Artem Komarichev Z. Zhong Jing Hua 3DPC 85 264 0 16 Apr 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 125 896 0 16 Apr 2019