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
SeqLPD: Sequence Matching Enhanced Loop-Closure Detection Based on Large-Scale Point Cloud Description for Self-Driving Vehicles Zhe Liu Chuanzhe Suo Shunbo Zhou Wen Chen Yingtian Liu Hesheng Wang Yunhui Liu 3DPC 22 1 0 30 Apr 2019
Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network Ling Zhang Zhigang Zhu 3DPC SSL 13 15 0 28 Apr 2019
OperatorNet: Recovering 3D Shapes From Difference Operators Ruqi Huang Marie-Julie Rakotosaona Panos Achlioptas Leonidas J. Guibas M. Ovsjanikov 19 20 0 24 Apr 2019
PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval Wenxiao Zhang Chunxia Xiao 3DPC 22 227 0 22 Apr 2019
Deep Optics for Monocular Depth Estimation and 3D Object Detection Julie Chang Gordon Wetzstein MDE 3DPC 35 190 0 18 Apr 2019
Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape Completion Tao Hu Zhizhong Han Abhinav Shrivastava Matthias Zwicker 3DV 25 55 0 17 Apr 2019
A-CNN: Annularly Convolutional Neural Networks on Point Clouds Artem Komarichev Z. Zhong Jing Hua 3DPC 30 262 0 16 Apr 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 39 886 0 16 Apr 2019
A Non-linear Differential CNN-Rendering Module for 3D Data Enhancement Yonatan Svirsky A. Sharf 3DV 19 2 0 09 Apr 2019
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection Bilal Taha Munawar Hayat Stefano Berretti Naoufel Werghi 3DH 22 16 0 08 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 42 1,330 0 07 Apr 2019
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception Erik Wijmans Samyak Datta Oleksandr Maksymets Abhishek Das Georgia Gkioxari Stefan Lee Irfan Essa Devi Parikh Dhruv Batra 3DPC LM&Ro 32 165 0 06 Apr 2019
Modeling Point Clouds with Self-Attention and Gumbel Subset Sampling Jiancheng Yang Qiang Zhang Bingbing Ni Linguo Li Jinxian Liu Mengdie Zhou Qi Tian 3DPC 38 379 0 06 Apr 2019
ConvPoint: Continuous Convolutions for Point Cloud Processing Alexandre Boulch 3DPC 31 239 0 04 Apr 2019
Equivariant Multi-View Networks Carlos Esteves Yinshuang Xu Christine Allen-Blanchette Kostas Daniilidis 3DPC 19 98 0 01 Apr 2019
Discrete Rotation Equivariance for Point Cloud Recognition Jiaxin Li Yingcai Bi Gim Hee Lee 3DPC 30 24 0 31 Mar 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Guohao Li 3DPC 39 28 0 30 Mar 2019
3D Organ Shape Reconstruction from Topogram Images Elena Balashova Jiangping Wang V. Singh Bogdan Georgescu Brian Teixeira Ankur Kapoor MedIm 31 4 0 29 Mar 2019
DeepPoint3D: Learning Discriminative Local Descriptors using Deep Metric Learning on 3D Point Clouds Siddharth Srivastava Brejesh Lall 3DPC 11 16 0 27 Mar 2019
Structured 2D Representation of 3D Data for Shape Processing Kripasindhu Sarkar Elizabeth Mathews D. Stricker 3DV 24 1 0 25 Mar 2019
Multi-person Articulated Tracking with Spatial and Temporal Embeddings Sheng Jin Wentao Liu Wanli Ouyang Chao Qian 14 75 0 21 Mar 2019
PointNetLK: Robust & Efficient Point Cloud Registration using PointNet Yasuhiro Aoki Hunter Goforth Rangaprasad Arun Srivatsan Simon Lucey 3DV 3DPC 33 749 0 13 Mar 2019
Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image Xiaoguang Han Zhaoxuan Zhang Dong Du Mingdai Yang Jingming Yu Pan Pan Xin Yang Ligang Liu Zixiang Xiong Shuguang Cui 3DPC 30 51 0 10 Mar 2019
Relational Pooling for Graph Representations R. Murphy Balasubramaniam Srinivasan Vinayak A. Rao Bruno Ribeiro GNN 36 257 0 06 Mar 2019
Adversarial Attack and Defense on Point Sets Jiancheng Yang Qiang Zhang Rongyao Fang Bingbing Ni Jinxian Liu Qi Tian 3DPC 24 122 0 28 Feb 2019
Associatively Segmenting Instances and Semantics in Point Clouds Xinlong Wang Shu Liu Xiaoyong Shen Chunhua Shen Jiaya Jia ISeg 3DPC 22 248 0 26 Feb 2019
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation Chen Liu Yasutaka Furukawa ISeg 3DPC 30 81 0 12 Feb 2019
OrthographicNet: A Deep Transfer Learning Approach for 3D Object Recognition in Open-Ended Domains Hamidreza Kasaei 24 28 0 08 Feb 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 22 115 0 25 Jan 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 34 1 0 24 Jan 2019
A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation Zaiqiang Wu Wei Jiang Haowen Luo Lin Cheng 3DH 21 3 0 24 Jan 2019
Spherical CNNs on Unstructured Grids Chiyu “Max” Jingwei Huang K. Kashinath Lawrence Berkeley Nat’l Lab P. Marcus Matthias Niessner 27 182 0 07 Jan 2019
Volumetric Convolution: Automatic Representation Learning in Unit Ball Sameera Ramasinghe Salman Khan Nick Barnes 25 4 0 03 Jan 2019
Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion Zhenpei Yang J. Z. Pan Linjie Luo Xiaowei Zhou Kristen Grauman Qi-Xing Huang 36 47 0 31 Dec 2018
Momen(e)t: Flavor the Moments in Learning to Classify Shapes Mor Joseph-Rivlin Alon Zvirin Ron Kimmel 3DPC 30 67 0 18 Dec 2018
3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans Ji Hou Angela Dai Matthias Nießner ISeg 25 466 0 17 Dec 2018
3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN G. Pan Jun Wang R. Ying Peilin Liu 3DPC 9 16 0 15 Dec 2018
Deep RBFNet: Point Cloud Feature Learning using Radial Basis Functions Weikai Chen Xiaoguang Han Guanbin Li Chao Chen Jun Xing Yajie Zhao Hao Li 3DPC 24 26 0 11 Dec 2018
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 115 2,383 0 11 Dec 2018
LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment Analysis Zhe Liu Shunbo Zhou Chuanzhe Suo Yingtian Liu Peng Yin Hesheng Wang Yunhui Liu 3DPC 3DV 11 0 0 11 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 126 2,864 0 10 Dec 2018
Point-to-Pose Voting based Hand Pose Estimation using Residual Permutation Equivariant Layer Shile Li Dongheui Lee 3DPC 18 75 0 05 Dec 2018
SurfConv: Bridging 3D and 2D Convolution for RGBD Images Hang Chu Wei-Chiu Ma Kaustav Kundu R. Urtasun Sanja Fidler MDE 29 24 0 04 Dec 2018
DeepVoxels: Learning Persistent 3D Feature Embeddings Vincent Sitzmann Justus Thies Felix Heide Matthias Nießner Gordon Wetzstein Michael Zollhöfer SSL 3DPC MDE 50 666 0 03 Dec 2018
What can I do here? Leveraging Deep 3D saliency and geometry for fast and scalable multiple affordance detection Eduardo Ruiz W. Mayol-Cuevas 3DPC 9 2 0 03 Dec 2018
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition Haoxuan You Yifan Feng Xibin Zhao C. Zou Rongrong Ji Yue Gao 3DPC 11 64 0 02 Dec 2018
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes Jingwei Huang Haotian Zhang L. Yi Thomas Funkhouser Matthias Nießner Leonidas J. Guibas 3DPC 3DV 27 117 0 30 Nov 2018
Multiview Based 3D Scene Understanding On Partial Point Sets Ye Zhu S. Shepstone Pablo Martínez-Nuevo M. S. Kristoffersen Fabien Moutarde Zhuang Fu 3DPC 31 4 0 30 Nov 2018
MeshNet: Mesh Neural Network for 3D Shape Representation Yutong Feng Yifan Feng Haoxuan You Xibin Zhao Yue Gao 3DV 3DH 27 300 0 28 Nov 2018
Scan2Mesh: From Unstructured Range Scans to 3D Meshes Angela Dai Matthias Nießner 3DPC 14 96 0 26 Nov 2018