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 / 430 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 29 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 27 167 0 17 Aug 2019
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 36 347 0 17 Aug 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 40 762 0 13 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 30 215 0 13 Aug 2019
Location Field Descriptors: Single Image 3D Model Retrieval in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DPC 27 36 0 07 Aug 2019
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation Chao Wen Yinda Zhang Zhuwen Li Yanwei Fu 3DV 24 237 0 05 Aug 2019
LassoNet: Deep Lasso-Selection of 3D Point Clouds Zhutian Chen Wei Zeng Zhiguang Yang Lingyun Yu Chi-Wing Fu Huamin Qu 3DPC 31 44 0 31 Jul 2019
Deformable Filter Convolution for Point Cloud Reasoning Yuwen Xiong Mengye Ren Renjie Liao K. Wong R. Urtasun 3DPC 34 17 0 30 Jul 2019
PointHop: An Explainable Machine Learning Method for Point Cloud Classification Min Zhang Haoxuan You Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 11 109 0 30 Jul 2019
A review on deep learning techniques for 3D sensed data classification David J. Griffiths Jan Boehm 3DPC 3DV 29 165 0 09 Jul 2019
Effective Rotation-invariant Point CNN with Spherical Harmonics kernels A. Poulenard Marie-Julie Rakotosaona Yann Ponty M. Ovsjanikov 3DPC 28 102 0 27 Jun 2019
Spatial Transformer for 3D Point Clouds Jiayun Wang Rudrasis Chakraborty Stella X. Yu 3DPC 22 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 32 206 0 12 Jun 2019
VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view Hager Radi Waleed Ali 3DPC 17 14 0 12 Jun 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 19 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 27 14 0 18 May 2019
Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views Zhizhong Han Xinhai Liu Yu-Shen Liu Matthias Zwicker 3DPC 28 39 0 18 May 2019
Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis Behzad Bozorgtabar Mohammad Saeed Rad H. K. Ekenel Jean-Philippe Thiran CVBM 28 19 0 17 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 14 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 31 71 0 11 May 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Kui Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 30 32 0 25 Apr 2019
Deep Parametric Shape Predictions using Distance Fields Dmitriy Smirnov Matthew Fisher Vladimir G. Kim Richard Y. Zhang Justin Solomon 22 54 0 18 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas J. Guibas 3DPC 72 2,506 0 18 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
Learning Shape Templates with Structured Implicit Functions Kyle Genova Forrester Cole Daniel Vlasic Aaron Sarna William T. Freeman Thomas Funkhouser 3DV 48 381 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 31 239 0 04 Apr 2019
Discrete Rotation Equivariance for Point Cloud Recognition Jiaxin Li Yingcai Bi Gim Hee Lee 3DPC 27 24 0 31 Mar 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Guohao Li 3DPC 36 28 0 30 Mar 2019
Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles Siddharth Srivastava F. Jurie Gaurav Sharma 3DPC 24 41 0 27 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
NormalNet: Learning-based Normal Filtering for Mesh Denoising Wenbo Zhao Xianming Liu Yongsen Zhao Xiaopeng Fan Debin Zhao AI4CE 18 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 24 122 0 28 Feb 2019
Zero-shot Learning of 3D Point Cloud Objects A. Cheraghian Shafin Rahman L. Petersson 3DPC 30 56 0 27 Feb 2019
Associatively Segmenting Instances and Semantics in Point Clouds Xinlong Wang Shu Liu Xiaoyong Shen Chunhua Shen Jiaya Jia ISeg 3DPC 16 248 0 26 Feb 2019
OrthographicNet: A Deep Transfer Learning Approach for 3D Object Recognition in Open-Ended Domains Hamidreza Kasaei 18 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
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 29 1 0 24 Jan 2019
3D Object Detection Using Scale Invariant and Feature Reweighting Networks Xin Zhao Zhe Liu Ruolan Hu Kaiqi Huang 3DPC 30 95 0 08 Jan 2019
Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation C. Jiang Dequan Wang Jingwei Huang P. Marcus Matthias Nießner 3DPC 19 16 0 07 Jan 2019
Volumetric Convolution: Automatic Representation Learning in Unit Ball Sameera Ramasinghe Salman Khan Nick Barnes 12 4 0 03 Jan 2019
Surface Networks via General Covers Niv Haim Nimrod Segol Heli Ben-Hamu Haggai Maron Y. Lipman 3DPC 22 49 0 27 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
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 82 2,383 0 11 Dec 2018
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud L. Yi Wang Zhao He Wang Minhyuk Sung Leonidas J. Guibas 3DPC 37 322 0 08 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 44 1,610 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 31 4 0 30 Nov 2018
PointCloud Saliency Maps Tianhang Zheng Changyou Chen Junsong Yuan Bo Li K. Ren 3DPC 25 207 0 28 Nov 2018
A Graph-CNN for 3D Point Cloud Classification Yingxue Zhang Michael G. Rabbat 3DPC 118 158 0 28 Nov 2018