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OctNet: Learning Deep 3D Representations at High Resolutions

15 November 2016

Papers citing "OctNet: Learning Deep 3D Representations at High Resolutions"

50 / 456 papers shown

Title
HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks Yi Zhou Liwen Hu Jun Xing Weikai Chen Han-Wei Kung Xin Tong Hao Li 3DV 3DH 76 27 0 19 Jun 2018
Real-time Lane Marker Detection Using Template Matching with RGB-D Camera C. Quach Van-Lien Tran Duy H. Nguyen V. Nguyen Minh-Trien Pham Manh Duong Phung 38 19 0 05 Jun 2018
Spherical Convolutional Neural Network for 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Mian 3DPC 58 20 0 21 May 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 101 106 0 18 May 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 110 609 0 10 May 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 72 139 0 29 Apr 2018
Boosting LiDAR-based Semantic Labeling by Cross-Modal Training Data Generation Florian Piewak Peter Pinggera Manuel Schäfer David Peter Beate Schwarz N. Schneider D. Pfeiffer Markus Enzweiler Johann Marius Zöllner 3DPC 67 63 0 26 Apr 2018
SegMap: 3D Segment Mapping using Data-Driven Descriptors Renaud Dubé Andrei Cramariuc Daniel Dugas Juan I. Nieto Roland Siegwart Cesar Cadena 3DPC 56 158 0 25 Apr 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 56 431 0 13 Apr 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling Xingyuan Sun Jiajun Wu Xiuming Zhang Zhoutong Zhang Chengkai Zhang Tianfan Xue J. Tenenbaum William T. Freeman 3DV 114 457 0 12 Apr 2018
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition Mikaela Angelina Uy Gim Hee Lee 3DPC 3DV 114 553 0 10 Apr 2018
Real-time Progressive 3D Semantic Segmentation for Indoor Scene Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC SSeg 3DV 101 71 0 01 Apr 2018
FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans Chen Liu Jiaye Wu Yasutaka Furukawa 3DV 81 132 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 231 776 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 73 29 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 78 74 0 29 Mar 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 48 326 0 28 Mar 2018
Point Convolutional Neural Networks by Extension Operators Matan Atzmon Haggai Maron Y. Lipman 3DPC 63 539 0 27 Mar 2018
SO-Net: Self-Organizing Network for Point Cloud Analysis Jiaxin Li Ben M. Chen Gim Hee Lee 3DPC 133 939 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 78 101 0 09 Mar 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 71 102 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 105 750 0 22 Feb 2018
Recurrent Slice Networks for 3D Segmentation of Point Clouds Qiangui Huang Weiyue Wang Ulrich Neumann 3DPC 102 456 0 13 Feb 2018
A Spatial Mapping Algorithm with Applications in Deep Learning-Based Structure Classification T. Corcoran R. Zamora-Resendiz Xinlian Liu S. Crivelli 3DPC 3DV 40 16 0 07 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 87 14 0 31 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 260 2,461 0 23 Jan 2018
PU-Net: Point Cloud Upsampling Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 82 581 0 21 Jan 2018
SBNet: Sparse Blocks Network for Fast Inference Mengye Ren A. Pokrovsky Binh Yang R. Urtasun 138 180 0 07 Jan 2018
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans Angela Dai Daniel E. Ritchie M. Bokeloh Scott E. Reed Jürgen Sturm Matthias Nießner 3DV 83 297 0 29 Dec 2017
FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation Yaoqing Yang Chen Feng Yiru Shen Dong Tian 3DPC 89 76 0 19 Dec 2017
Pointwise Convolutional Neural Networks Binh-Son Hua Minh-Khoi Tran Sai-Kit Yeung 3DPC 3DV 80 509 0 14 Dec 2017
3D Object Classification via Spherical Projections Zhangjie Cao Qi-Xing Huang K. Ramani 3DPC 84 68 0 12 Dec 2017
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 78 203 0 05 Dec 2017
Deformable Shape Completion with Graph Convolutional Autoencoders Or Litany A. Bronstein M. Bronstein A. Makadia 97 223 0 01 Dec 2017
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues Wei Zeng Theo Gevers 3DPC 3DV 73 72 0 30 Nov 2017
PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation Danfei Xu Dragomir Anguelov Ashesh Jain 3DPC 114 645 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 85 128 0 29 Nov 2017
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks Benjamin Graham Martin Engelcke Laurens van der Maaten 3DPC 157 1,524 0 28 Nov 2017
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Loic Landrieu M. Simonovsky GNN 3DPC 205 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 106 554 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 217 2,273 0 22 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 105 1,048 0 20 Nov 2017
SEGCloud: Semantic Segmentation of 3D Point Clouds Lyne P. Tchapmi Chris Choy Iro Armeni JunYoung Gwak Silvio Savarese 3DPC 107 758 0 20 Oct 2017
DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation Markus Oberweger Vincent Lepetit HAI 86 239 0 28 Aug 2017
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 184 829 0 22 Aug 2017
Compact Model Representation for 3D Reconstruction J. K. Pontes Chen Kong Anders P. Eriksson Clinton Fookes Sridha Sridharan Simon Lucey 3DV 60 17 0 23 Jul 2017
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction Chen-Hsuan Lin Chen Kong Simon Lucey 3DV 83 427 0 21 Jun 2017
Submanifold Sparse Convolutional Networks Benjamin Graham Laurens van der Maaten 98 469 0 05 Jun 2017
Weakly supervised 3D Reconstruction with Adversarial Constraint JunYoung Gwak Chris Choy Animesh Garg Manmohan Chandraker Silvio Savarese 3DV GAN 88 118 0 31 May 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 160 800 0 18 Apr 2017