Volumetric and Multi-View CNNs for Object Classification on 3D Data

12 April 2016

Matthias Niessner

Papers citing "Volumetric and Multi-View CNNs for Object Classification on 3D Data"

50 / 580 papers shown

Title
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) F. Groh P. Wieschollek Hendrik P. A. Lensch 3DPC 16 107 0 20 Mar 2018
Triplet-Center Loss for Multi-View 3D Object Retrieval Xinwei He Yang Zhou Zhichao Zhou S. Bai X. Bai 3DPC 27 329 0 16 Mar 2018
Local Spectral Graph Convolution for Point Set Feature Learning Chu Wang Babak Samari Kaleem Siddiqi 3DPC GNN 33 371 0 15 Mar 2018
SO-Net: Self-Organizing Network for Point Cloud Analysis Jiaxin Li Ben M. Chen Gim Hee Lee 3DPC 36 935 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 19 101 0 09 Mar 2018
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation Edward James Smith Scott Fujimoto David Meger SupR 16 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 22 100 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 30 749 0 22 Feb 2018
Recurrent Slice Networks for 3D Segmentation of Point Clouds Qiangui Huang Weiyue Wang Ulrich Neumann 3DPC 44 452 0 13 Feb 2018
PPFNet: Global Context Aware Local Features for Robust 3D Point Matching Haowen Deng Tolga Birdal Slobodan Ilic 3DV 3DPC 14 543 0 07 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 18 16 0 07 Feb 2018
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Alexander Hermans Bastian Leibe 3DPC 30 268 0 05 Feb 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 155 6,039 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 146 2,423 0 23 Jan 2018
Feature Space Transfer for Data Augmentation Bo Liu Xudong Wang Mandar Dixit Roland Kwitt Nuno Vasconcelos CVBM 29 93 0 13 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 16 290 0 29 Dec 2017
Large-Scale 3D Scene Classification With Multi-View Volumetric CNN Dror Aiger Brett Allen Aleksey Golovinskiy 3DV 24 5 0 26 Dec 2017
Mining Point Cloud Local Structures by Kernel Correlation and Graph Pooling Yiru Shen Chen Feng Yaoqing Yang Dong Tian 3DPC 27 33 0 19 Dec 2017
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency Xingyi Zhou Arjun Karpur Chuang Gan Linjie Luo Qi-Xing Huang 3DPC 22 39 0 15 Dec 2017
Pointwise Convolutional Neural Networks Binh-Son Hua Minh-Khoi Tran Sai-Kit Yeung 3DPC 3DV 24 500 0 14 Dec 2017
3D Object Classification via Spherical Projections Zhangjie Cao Qi-Xing Huang K. Ramani 3DPC 15 67 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 37 204 0 05 Dec 2017
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues Wei Zeng Theo Gevers 3DPC 3DV 36 71 0 30 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 27 126 0 29 Nov 2017
3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks Mengwei Ren Liang Niu Yi Fang GAN 3DPC 33 32 0 28 Nov 2017
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation Weiyue Wang Ronald Yu Qiangui Huang Ulrich Neumann 3DPC 48 549 0 23 Nov 2017
Frustum PointNets for 3D Object Detection from RGB-D Data C. Qi Wen Liu Chenxia Wu Hao Su Leonidas J. Guibas 3DPC 81 2,253 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 19 70 0 22 Nov 2017
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 44 1,038 0 20 Nov 2017
Learning SO(3) Equivariant Representations with Spherical CNNs Carlos Esteves Christine Allen-Blanchette A. Makadia Kostas Daniilidis 65 510 0 17 Nov 2017
Shape Inpainting using 3D Generative Adversarial Network and Recurrent Convolutional Networks Weiyue Wang Qiangui Huang Suya You Chao Yang Ulrich Neumann GAN 3DPC 55 167 0 17 Nov 2017
Multi-View Data Generation Without View Supervision Mickaël Chen Ludovic Denoyer Thierry Artières SyDa 34 19 0 01 Nov 2017
SEGCloud: Semantic Segmentation of 3D Point Clouds Lyne P. Tchapmi Chris Choy Iro Armeni JunYoung Gwak Silvio Savarese 3DPC 23 748 0 20 Oct 2017
Single-image Tomography: 3D Volumes from 2D Cranial X-Rays Philipp Henzler V. Rasche Timo Ropinski Tobias Ritschel MedIm 22 13 0 13 Oct 2017
A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds Mohammed A. Yousefhussien D. Kelbe Emmett Ientilucci C. Salvaggio 3DPC 11 46 0 03 Oct 2017
Drought Stress Classification using 3D Plant Models Siddharth Srivastava Swati Bhugra Brejesh Lall S. Chaudhury 15 11 0 21 Sep 2017
Variational Autoencoders for Deforming 3D Mesh Models Qingyang Tan Lin Gao Yu-Kun Lai Shi-hong Xia AI4CE 32 197 0 13 Sep 2017
Polar Transformer Networks Carlos Esteves Christine Allen-Blanchette Xiaowei Zhou Kostas Daniilidis ViT 34 184 0 06 Sep 2017
ShapeCodes: Self-Supervised Feature Learning by Lifting Views to Viewgrids Dinesh Jayaraman Ruohan Gao Kristen Grauman SSL 21 5 0 01 Sep 2017
Tags2Parts: Discovering Semantic Regions from Shape Tags Sanjeev Muralikrishnan Vladimir G. Kim S. Chaudhuri 37 24 0 22 Aug 2017
Learning for Active 3D Mapping Karel Zimmermann T. Petříček Vojtěch Šalanský Tomáš Svoboda 28 17 0 07 Aug 2017
ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling Minhyuk Sung Hao Su Vladimir G. Kim S. Chaudhuri Leonidas J. Guibas 3DV 35 109 0 06 Aug 2017
SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis Mengqi Ji Juergen Gall Haitian Zheng Yebin Liu Lu Fang 3DV 6 391 0 05 Aug 2017
Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization Frederick Tung S. Muralidharan Greg Mori 32 35 0 28 Jul 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 13 107 0 21 Jul 2017
Generalized Convolutional Neural Networks for Point Cloud Data Aleksandr Savchenkov Andrew Davis Xuan Zhao 3DV 3DPC 11 6 0 20 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 30 1 0 20 Jul 2017
Learning Representations and Generative Models for 3D Point Clouds Panos Achlioptas Olga Diamanti Ioannis Mitliagkas Leonidas J. Guibas 3DV 3DPC 36 88 0 08 Jul 2017
Interactive 3D Modeling with a Generative Adversarial Network Jerry Liu Feng Yu Thomas Funkhouser GAN 30 90 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 27 134 0 14 Jun 2017