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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

2 December 2016

Papers citing "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation"

50 / 5,538 papers shown

Title
Two Stream 3D Semantic Scene Completion Martin Garbade Alexander Richard Johann Sawatzky Juergen Gall 3DPC 3DV 112 91 0 10 Apr 2018
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition Mikaela Angelina Uy Gim Hee Lee 3DPC 3DV 116 561 0 10 Apr 2018
Deep Person Detection in 2D Range Data Lucas Beyer Alexander Hermans Timm Linder Kai O. Arras Bastian Leibe 61 13 0 06 Apr 2018
Noise-resistant Deep Learning for Object Classification in 3D Point Clouds Using a Point Pair Descriptor D. Bobkov Sili Chen Ruiqing Jian M. Z. Iqbal Eckehard Steinbach 3DPC 75 20 0 05 Apr 2018
DeepMVS: Learning Multi-view Stereopsis Po-Han Huang Kevin Blackburn-Matzen Johannes Kopf Narendra Ahuja Jia-Bin Huang 3DV 103 470 0 02 Apr 2018
Real-time Progressive 3D Semantic Segmentation for Indoor Scene Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC SSeg 3DV 121 71 0 01 Apr 2018
DeepIM: Deep Iterative Matching for 6D Pose Estimation Yi Li Gu Wang Xiangyang Ji Yu Xiang Dieter Fox 3DH 3DPC 215 707 0 31 Mar 2018
FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans Chen Liu Jiaye Wu Yasutaka Furukawa 3DV 90 134 0 31 Mar 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 264 778 0 30 Mar 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Yifan Yang Y. Weng Qiming Hou Kun Zhou 3DV 83 30 0 30 Mar 2018
Learning Free-Form Deformations for 3D Object Reconstruction Dominic Jack J. K. Pontes Sridha Sridharan Clinton Fookes S. Shirazi Frederic Maire Anders P. Eriksson 3DPC 88 74 0 29 Mar 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 239 1,946 0 29 Mar 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 70 326 0 28 Mar 2018
Point Convolutional Neural Networks by Extension Operators Matan Atzmon Haggai Maron Y. Lipman 3DPC 70 540 0 27 Mar 2018
Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks Yoav Kaempfer Lior Wolf 83 71 0 26 Mar 2018
P2P-NET: Bidirectional Point Displacement Net for Shape Transform K. Yin Hui Huang Daniel Cohen-Or Hao Zhang 3DPC 84 47 0 25 Mar 2018
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) F. Groh P. Wieschollek Hendrik P. A. Lensch 3DPC 122 111 0 20 Mar 2018
Depth-aware CNN for RGB-D Segmentation Weiyue Wang Ulrich Neumann SSeg 157 258 0 19 Mar 2018
Complex-YOLO: Real-time 3D Object Detection on Point Clouds Martin Simon Stefan Milz Karl Amende H. Groß 3DPC 109 322 0 16 Mar 2018
Triplet-Center Loss for Multi-View 3D Object Retrieval Xinwei He Yang Zhou Zhichao Zhou S. Bai X. Bai 3DPC 94 332 0 16 Mar 2018
Deep Multiple Instance Learning for Zero-shot Image Tagging Shafin Rahman Salman Khan VLM 49 17 0 16 Mar 2018
Local Spectral Graph Convolution for Point Set Feature Learning Chu Wang Babak Samari Kaleem Siddiqi 3DPC GNN 99 372 0 15 Mar 2018
Learning to Play General Video-Games via an Object Embedding Network William Woof Ke Chen 70 13 0 14 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 152 1,319 0 12 Mar 2018
SO-Net: Self-Organizing Network for Point Cloud Analysis Jiaxin Li Ben M. Chen Gim Hee Lee 3DPC 177 941 0 12 Mar 2018
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey Muzammal Naseer Salman H Khan Fatih Porikli 3DPC 3DV 83 101 0 09 Mar 2018
Neural Inverse Rendering for General Reflectance Photometric Stereo Tatsunori Taniai Takanori Maehara 150 105 0 28 Feb 2018
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation Edward James Smith Scott Fujimoto David Meger SupR 94 53 0 27 Feb 2018
Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees Hamid Hamraz Nathan Jacobs M. Contreras Chase Clark 3DPC 82 102 0 24 Feb 2018
SPLATNet: Sparse Lattice Networks for Point Cloud Processing Hang Su Varun Jampani Deqing Sun Subhransu Maji E. Kalogerakis Ming-Hsuan Yang Jan Kautz 3DPC 138 750 0 22 Feb 2018
Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds Nathaniel Thomas Tess E. Smidt S. Kearnes Lusann Yang Li Li Kai Kohlhoff Patrick F. Riley 3DPC 173 982 0 22 Feb 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 187 1,190 0 15 Feb 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 262 1,878 0 13 Feb 2018
Recurrent Slice Networks for 3D Segmentation of Point Clouds Qiangui Huang Weiyue Wang Ulrich Neumann 3DPC 149 456 0 13 Feb 2018
PPFNet: Global Context Aware Local Features for Robust 3D Point Matching Haowen Deng Tolga Birdal Slobodan Ilic 3DV 3DPC 111 553 0 07 Feb 2018
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Alexander Hermans Bastian Leibe 3DPC 165 271 0 05 Feb 2018
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks Timo Hackel Mikhail (Misha) Usvyatsov S. Galliani Jan Dirk Wegner Konrad Schindler 96 14 0 31 Jan 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 687 6,260 0 24 Jan 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 301 2,465 0 23 Jan 2018
PU-Net: Point Cloud Upsampling Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 119 584 0 21 Jan 2018
Deep learning for determining a near-optimal topological design without any iteration Yonggyun Yu Taeil Hur Jaeho Jung I. Jang 3DV 98 294 0 13 Jan 2018
Feature Space Transfer for Data Augmentation Bo Liu Xudong Wang Mandar Dixit Roland Kwitt Nuno Vasconcelos CVBM 118 95 0 13 Jan 2018
Adaptive Graph Convolutional Neural Networks Ruoyu Li Sheng Wang Feiyun Zhu Junzhou Huang GNN 156 766 0 10 Jan 2018
FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation Yaoqing Yang Chen Feng Yiru Shen Dong Tian 3DPC 104 76 0 19 Dec 2017
Pointwise Convolutional Neural Networks Binh-Son Hua Minh-Khoi Tran Sai-Kit Yeung 3DPC 3DV 100 509 0 14 Dec 2017
3D Object Classification via Spherical Projections Zhangjie Cao Qi-Xing Huang K. Ramani 3DPC 84 68 0 12 Dec 2017
SPP-Net: Deep Absolute Pose Regression with Synthetic Views Pulak Purkait Cheng Zhao Christopher Zach 85 165 0 09 Dec 2017
Joint 3D Proposal Generation and Object Detection from View Aggregation Jason Ku Melissa Mozifian Jungwook Lee Ali Harakeh Steven Waslander 3DPC 190 1,401 0 06 Dec 2017
O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis Peng-Shuai Wang Yang Liu Yu-Xiao Guo Chun-Yu Sun Xin Tong 3DV 118 203 0 05 Dec 2017
Deformable Shape Completion with Graph Convolutional Autoencoders Or Litany A. Bronstein M. Bronstein A. Makadia 157 223 0 01 Dec 2017