Multi-view Convolutional Neural Networks for 3D Shape Recognition

5 May 2015

Hang Su

Papers citing "Multi-view Convolutional Neural Networks for 3D Shape Recognition"

50 / 279 papers shown

Title
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Congcong Wen Lina Yang Ling Peng Xiang Li T. Chi 3DPC 10 99 0 19 Aug 2019
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua D. Rosen Sai-Kit Yeung 3DPC 8 167 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 8 346 0 17 Aug 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang-Cuong Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 31 762 0 13 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 11 235 0 05 Aug 2019
PointHop: An Explainable Machine Learning Method for Point Cloud Classification Min Zhang Haoxuan You Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 9 109 0 30 Jul 2019
A review on deep learning techniques for 3D sensed data classification David J. Griffiths Jan Boehm 3DPC 3DV 25 164 0 09 Jul 2019
Spatial Transformer for 3D Point Clouds Jiayun Wang Rudrasis Chakraborty Stella X. Yu 3DPC 17 14 0 26 Jun 2019
HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-scale Point Clouds Xiuye Gu Yijie Wang Chongruo Wu Yong Jae Lee Panqu Wang 3DPC 11 206 0 12 Jun 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 11 53 0 31 May 2019
SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing Chaitanya Kaul Nick E. Pears S. Manandhar 3DPC 11 14 0 18 May 2019
LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer Lin-Zhuo Chen Xuan-Yi Li Deng-Ping Fan Kai Wang Shao-Ping Lu Ming-Ming Cheng 3DPC 6 34 0 14 May 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 27 71 0 11 May 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers K. Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 17 32 0 25 Apr 2019
Deep Parametric Shape Predictions using Distance Fields Dmitriy Smirnov Matthew Fisher Vladimir G. Kim Richard Y. Zhang Justin Solomon 14 54 0 18 Apr 2019
Learning Shape Templates with Structured Implicit Functions Kyle Genova Forrester Cole Daniel Vlasic Aaron Sarna William T. Freeman Thomas Funkhouser 3DV 23 380 0 12 Apr 2019
Embodied Visual Recognition Jianwei Yang Zhile Ren Mingze Xu Xinlei Chen David J. Crandall Devi Parikh Dhruv Batra 32 26 0 09 Apr 2019
ConvPoint: Continuous Convolutions for Point Cloud Processing Alexandre Boulch 3DPC 12 239 0 04 Apr 2019
Discrete Rotation Equivariance for Point Cloud Recognition Jiaxin Li Yingcai Bi Gim Hee Lee 3DPC 11 24 0 31 Mar 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Bernard Ghanem 3DPC 11 28 0 30 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 22 50 0 10 Mar 2019
NormalNet: Learning-based Normal Filtering for Mesh Denoising Wenbo Zhao Xianming Liu Yongsen Zhao Xiaopeng Fan Debin Zhao AI4CE 11 7 0 10 Mar 2019
Adversarial Attack and Defense on Point Sets Jiancheng Yang Qiang Zhang Rongyao Fang Bingbing Ni Jinxian Liu Qi Tian 3DPC 14 122 0 28 Feb 2019
Zero-shot Learning of 3D Point Cloud Objects A. Cheraghian Shafin Rahman L. Petersson 3DPC 8 56 0 27 Feb 2019
OrthographicNet: A Deep Transfer Learning Approach for 3D Object Recognition in Open-Ended Domains H. Kasaei 8 28 0 08 Feb 2019
DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals C. Jiang Dana Lynn Ona Lansigan P. Marcus Matthias Nießner 11 11 0 30 Jan 2019
Surface Networks via General Covers Niv Haim Nimrod Segol Heli Ben-Hamu Haggai Maron Y. Lipman 3DPC 14 49 0 27 Dec 2018
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 17 2,374 0 11 Dec 2018
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud L. Yi Wang Zhao He-Nan Wang Minhyuk Sung Leonidas J. Guibas 3DPC 23 321 0 08 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 6 1,606 0 06 Dec 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 26 4 0 30 Nov 2018
PointCloud Saliency Maps Tianhang Zheng Changyou Chen Junsong Yuan Bo Li K. Ren 3DPC 14 207 0 28 Nov 2018
A Graph-CNN for 3D Point Cloud Classification Yingxue Zhang Michael G. Rabbat 3DPC 107 158 0 28 Nov 2018
MeshNet: Mesh Neural Network for 3D Shape Representation Yutong Feng Yifan Feng Haoxuan You Xibin Zhao Yue Gao 3DV 3DH 11 299 0 28 Nov 2018
Multi-view Laplacian Eigenmaps Based on Bag-of-Neighbors For RGBD Human Emotion Recognition Sheng-lan Liu Shuai Guo Hong Qiao Yang Wang Yu Tsao Wenbo Luo Mingming Zhang J. Hung Bixuan Du 17 10 0 08 Nov 2018
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions Zhizhong Han Mingyang Shang Yu-Shen Liu Matthias Zwicker SSL 3DV GAN 11 135 0 07 Nov 2018
3DCapsule: Extending the Capsule Architecture to Classify 3D Point Clouds Fei Yang C. Zheng 3DPC 23 41 0 06 Nov 2018
Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes Peng-Shuai Wang Chun-Yu Sun Yang Liu Xin Tong 3DPC 3DV MedIm 6 120 0 21 Sep 2018
PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition Haoxuan You Yifan Feng R. Ji Yue Gao 3DPC 34 169 0 23 Aug 2018
Learning and Matching Multi-View Descriptors for Registration of Point Clouds Lei Zhou Siyu Zhu Zixin Luo Tianwei Shen Runze Zhang Mingmin Zhen Tian Fang Long Quan 3DV 3DPC 11 48 0 16 Jul 2018
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease Xi Sheryl Zhang Lifang He Kun Chen Yuan Luo Jiayu Zhou Fei Wang 6 87 0 22 May 2018
Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation Seungryul Baek K. Kim Tae-Kyun Kim 3DH 19 82 0 11 May 2018
Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction Daeyun Shin Charless C. Fowlkes Derek Hoiem 17 116 0 17 Apr 2018
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DV 12 137 0 30 Mar 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Y. Yang Y. Weng Qiming Hou Kun Zhou 3DV 21 29 0 30 Mar 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 11 320 0 28 Mar 2018
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) F. Groh P. Wieschollek Hendrik P. A. Lensch 3DPC 14 107 0 20 Mar 2018
Triplet-Center Loss for Multi-View 3D Object Retrieval Xinwei He Yang Zhou Zhichao Zhou S. Bai X. Bai 3DPC 11 329 0 16 Mar 2018
Local Spectral Graph Convolution for Point Set Feature Learning Chu Wang Babak Samari Kaleem Siddiqi 3DPC GNN 20 371 0 15 Mar 2018
SO-Net: Self-Organizing Network for Point Cloud Analysis Jiaxin Li Ben M. Chen Gim Hee Lee 3DPC 14 202 0 12 Mar 2018