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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"

38 / 5,538 papers shown

Title
Semantic Photometric Bundle Adjustment on Natural Sequences Rui Zhu Chaoyang Wang Chen-Hsuan Lin Ziyan Wang Simon Lucey 77 6 0 30 Nov 2017
Paris-Lille-3D: a large and high-quality ground truth urban point cloud dataset for automatic segmentation and classification Xavier Roynard Jean-Emmanuel Deschaud F. Goulette 3DPC 3DV 97 283 0 30 Nov 2017
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues Wei Zeng Theo Gevers 3DPC 3DV 78 72 0 30 Nov 2017
PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation Danfei Xu Dragomir Anguelov Ashesh Jain 3DPC 134 649 0 29 Nov 2017
Image2Mesh: A Learning Framework for Single Image 3D Reconstruction J. K. Pontes Chen Kong Sridha Sridharan Simon Lucey Anders P. Eriksson Clinton Fookes 3DV 106 129 0 29 Nov 2017
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks Benjamin Graham Martin Engelcke Laurens van der Maaten 3DPC 254 1,527 0 28 Nov 2017
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 231 1,261 0 27 Nov 2017
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation Weiyue Wang Ronald Yu Qiangui Huang Ulrich Neumann 3DPC 140 555 0 23 Nov 2017
Frustum PointNets for 3D Object Detection from RGB-D Data C. Qi Wen Liu Chenxia Wu Hao Su Leonidas Guibas 3DPC 246 2,278 0 22 Nov 2017
3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks Yizhak Ben-Shabat M. Lindenbaum A. Fischer 3DPC 98 70 0 22 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 183 1,054 0 20 Nov 2017
Adversarial Attacks Beyond the Image Space Fangyin Wei Chenxi Liu Yu-Siang Wang Weichao Qiu Lingxi Xie Yu-Wing Tai Chi-Keung Tang Alan Yuille AAML 141 150 0 20 Nov 2017
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 201 517 0 17 Nov 2017
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 261 3,773 0 17 Nov 2017
Learning to Find Good Correspondences K. M. Yi Eduard Trulls Y. Ono Vincent Lepetit Mathieu Salzmann Pascal Fua 3DV 125 483 0 16 Nov 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 150 23 0 15 Nov 2017
Object-Centric Photometric Bundle Adjustment with Deep Shape Prior Rui Zhu Chaoyang Wang Chen-Hsuan Lin Ziyan Wang Simon Lucey 3DPC 90 18 0 04 Nov 2017
SEGCloud: Semantic Segmentation of 3D Point Clouds Lyne P. Tchapmi Chris Choy Iro Armeni JunYoung Gwak Silvio Savarese 3DPC 149 756 0 20 Oct 2017
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55 L. Yi Lin Shao Manolis Savva Haibin Huang Yang Zhou ... Silvio Savarese Pat Hanrahan Thomas Funkhouser Hao Su Leonidas Guibas 3DV 107 66 0 17 Oct 2017
A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds Mohammed A. Yousefhussien D. Kelbe Emmett Ientilucci C. Salvaggio 3DPC 60 46 0 03 Oct 2017
Wide and deep volumetric residual networks for volumetric image classification Varun Arvind A. Costa Marcus A. Badgeley Samuel K. Cho Eric Oermann 3DPC MedIm 74 15 0 18 Sep 2017
Classifying Unordered Feature Sets with Convolutional Deep Averaging Networks Andrew Gardner Jinko Kanno C. A. Duncan R. Selmic 112 13 0 10 Sep 2017
3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds Fangyu Liu Shuaipeng Li Liqiang Zhang Chenghu Zhou Rongtian Ye Yuebin Wang Jiwen Lu 3DPC 95 108 0 21 Jul 2017
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 93 249 0 13 Jul 2017
Learning Representations and Generative Models for 3D Point Clouds Panos Achlioptas Olga Diamanti Ioannis Mitliagkas Leonidas Guibas 3DV 3DPC 96 88 0 08 Jul 2017
VAIN: Attentional Multi-agent Predictive Modeling Yedid Hoshen GNN 123 241 0 19 Jun 2017
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis Nitika Verma Edmond Boyer Jakob Verbeek 3DPC GNN 83 26 0 16 Jun 2017
Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks Haibin Huang E. Kalogerakis S. Chaudhuri Duygu Ceylan Vladimir G. Kim Ersin Yumer 3DPC 98 134 0 14 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 828 15,466 0 07 Jun 2017
3D Mesh Segmentation via Multi-branch 1D Convolutional Neural Networks D. George Xianghua Xie G. Tam 3DV 3DPC 67 42 0 31 May 2017
Surface Networks Ilya Kostrikov Zhongshi Jiang Daniele Panozzo Denis Zorin Joan Bruna 105 101 0 30 May 2017
Classification of Aerial Photogrammetric 3D Point Clouds C. Becker Nicolai Häni E. Rosinskaya E. dÁngelo C. Strecha 3DPC 49 80 0 23 May 2017
Learning 3D Object Categories by Looking Around Them David Novotny Diane Larlus Andrea Vedaldi 3DV 3DPC 89 83 0 10 May 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 141 1,278 0 22 Apr 2017
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models Roman Klokov Victor Lempitsky 3DV 106 985 0 04 Apr 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 131 742 0 28 Mar 2017
A Hierarchical Approach for Generating Descriptive Image Paragraphs J. Krause Justin Johnson Ranjay Krishna Li Fei-Fei VLM 115 379 0 20 Nov 2016
Recurrent 3D Attentional Networks for End-to-End Active Object Recognition Min Liu Yifei Shi Lintao Zheng Kai Xu Hui Huang Dinesh Manocha 3DPC 73 10 0 14 Oct 2016