O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

5 December 2017

Peng-Shuai Wang

Yang Liu

Papers citing "O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis"

50 / 114 papers shown

Title
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation Mikhail (Misha) Usvyatsov Anastasia Makarova R. Ballester-Ripoll M. Rakhuba Andreas Krause Konrad Schindler 24 5 0 29 May 2021
ActivationNet: Representation learning to predict contact quality of interacting 3-D surfaces in engineering designs Rishikesh Ranade Jay Pathak 3DPC DiffM AI4CE 13 1 0 21 Mar 2021
You Only Group Once: Efficient Point-Cloud Processing with Token Representation and Relation Inference Module Chenfeng Xu Bohan Zhai Bichen Wu Tian Li Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka ViT 29 23 0 18 Mar 2021
S-AT GCN: Spatial-Attention Graph Convolution Network based Feature Enhancement for 3D Object Detection Li-e Wang Chenfei Wang Xuzhi Zhang Tianwei Lan Jun Li 3DPC 6 10 0 15 Mar 2021
EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 27 9 0 03 Mar 2021
Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks Junming Zhang Ming-Yuan Yu Ram Vasudevan Matthew Johnson-Roberson 3DPC 34 24 0 02 Jan 2021
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Yiming Zeng Y. Qian Zhiyu Zhu Junhui Hou Hui Yuan Ying He 3DPC 112 66 0 31 Dec 2020
SALA: Soft Assignment Local Aggregation for Parameter Efficient 3D Semantic Segmentation Hani Itani Silvio Giancola Ali K. Thabet Guohao Li 3DPC 22 1 0 29 Dec 2020
TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation Lingming Zhang Yue Zhao Deyu Meng Zhiming Cui Chenqiang Gao Xinbo Gao C. Lian D. Shen 3DPC MedIm 37 32 0 26 Dec 2020
DECOR-GAN: 3D Shape Detailization by Conditional Refinement Zhiqin Chen Vladimir G. Kim Matthew Fisher Noam Aigerman Hao Zhang S. Chaudhuri GAN 3DPC 30 62 0 16 Dec 2020
Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders Jie Yang Lin Gao Qingyang Tan Yihua Huang Shi-hong Xia Yu-Kun Lai 31 13 0 04 Dec 2020
Learning geometry-image representation for 3D point cloud generation Lei Wang Yuchun Huang Pengjie Tao Yaolin Hou Yuxuan Liu 3DPC 30 2 0 29 Nov 2020
Spherical Interpolated Convolutional Network with Distance-Feature Density for 3D Semantic Segmentation of Point Clouds Guangming Wang Yehui Yang Huixin Zhang Zhe Liu Hesheng Wang 3DPC 25 25 0 27 Nov 2020
Semantic Scene Completion using Local Deep Implicit Functions on LiDAR Data Christoph B. Rist David Emmerichs Markus Enzweiler D. Gavrila 3DPC 3DV 20 84 0 18 Nov 2020
Multiscale Point Cloud Geometry Compression Jianqiang Wang Dandan Ding Zhu Li Zhan Ma 3DPC 6 175 0 07 Nov 2020
Learning Deformable Tetrahedral Meshes for 3D Reconstruction Jun Gao Wenzheng Chen Tommy Xiang Clement Fuji-Tsang Alec Jacobson M. McGuire Sanja Fidler 19 107 0 03 Nov 2020
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 168 4 0 19 Oct 2020
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization Biao Zhang Peter Wonka 3DPC 9 4 0 16 Oct 2020
Hierarchical Attention Learning of Scene Flow in 3D Point Clouds Guangming Wang Xin Wu Zhe Liu Hesheng Wang 3DPC 6 71 0 12 Oct 2020
DV-ConvNet: Fully Convolutional Deep Learning on Point Clouds with Dynamic Voxelization and 3D Group Convolution Zhaoyu Su P. S. Tan J. Chow Jimmy Wu Yehur Cheong Yu-Hsing Wang 3DPC 17 2 0 07 Sep 2020
A curvature and density-based generative representation of shapes Zi Ye Nobuyuki Umetani Takeo Igarashi T. Hoffmann 25 5 0 05 Sep 2020
Global Context Aware Convolutions for 3D Point Cloud Understanding Zhiyuan Zhang Binh-Son Hua Wei Chen Yibin Tian Sai-Kit Yeung 3DPC 10 41 0 07 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 34 53 0 03 Aug 2020
Point Cloud Completion by Learning Shape Priors Xiaogang Wang M. Ang Gim Hee Lee 3DPC 11 22 0 02 Aug 2020
OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression Lila Huang Shenlong Wang K. Wong Jerry Liu R. Urtasun 3DPC 24 144 0 14 May 2020
Multi-feature super-resolution network for cloth wrinkle synthesis Lan Chen Juntao Ye Xiaopeng Zhang AI4CE 22 14 0 09 Apr 2020
Reconfigurable Voxels: A New Representation for LiDAR-Based Point Clouds Tai Wang Xinge Zhu Dahua Lin 3DPC 33 29 0 06 Apr 2020
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement Zehao Yu Shenghua Gao 3DV 36 218 0 29 Mar 2020
PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling Xu Yan Chaoda Zheng Zhuguo Li Sheng Wang Shuguang Cui 3DPC 31 544 0 01 Mar 2020
Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans N. Dimitriou Lampros Leontaris T. Vafeiadis D. Ioannidis T. Wotherspoon Gregory Tinker Dimitrios Tzovaras 6 34 0 25 Feb 2020
Variable-Viewpoint Representations for 3D Object Recognition Tengyu Ma Joel Michelson James Ainooson Deepayan Sanyal Xiaohan Wang M. Kunda 14 0 0 08 Feb 2020
AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing Xingzhe He Helen Lu Cao Bo Zhu 3DPC 21 9 0 01 Feb 2020
Pointwise Attention-Based Atrous Convolutional Neural Networks M. Mahdavi Fahimeh Fooladgar S. Kasaei 3DPC 25 3 0 27 Dec 2019
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 47 710 0 13 Dec 2019
Deep-learning-based classification and retrieval of components of a process plant from segmented point clouds Hyungki Kim D. Mun 3DPC 3DV 9 1 0 13 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud Learning Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 31 244 0 06 Dec 2019
SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans Angela Dai Christian Diller Matthias Nießner 3DPC 3DV 19 140 0 29 Nov 2019
Point Cloud Processing via Recurrent Set Encoding Pengxiang Wu Chao Chen Jingru Yi Dimitris N. Metaxas 3DPC 17 11 0 25 Nov 2019
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations Xu Wang Jingming He Lin Ma 3DPC 18 57 0 13 Nov 2019
POIRot: A rotation invariant omni-directional pointnet Liu Yang Rudrasis Chakraborty Stella X. Yu 3DPC 16 0 0 29 Oct 2019
Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation Gopal Sharma Francis Li Brendan Chwyl 3DPC 3DV 30 11 0 03 Oct 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
Going Deeper with Lean Point Networks Eric-Tuan Lê Iasonas Kokkinos Niloy J. Mitra 3DPC 29 6 0 01 Jul 2019
Spatial Transformer for 3D Point Clouds Jiayun Wang Rudrasis Chakraborty Stella X. Yu 3DPC 22 14 0 26 Jun 2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li Chengjie Niu Kai Xu 3DPC 19 74 0 16 Jun 2019
OperatorNet: Recovering 3D Shapes From Difference Operators Ruqi Huang Marie-Julie Rakotosaona Panos Achlioptas Leonidas J. Guibas M. Ovsjanikov 11 20 0 24 Apr 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 18 885 0 16 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 17 16 0 08 Apr 2019
Discrete Rotation Equivariance for Point Cloud Recognition Jiaxin Li Yingcai Bi Gim Hee Lee 3DPC 27 24 0 31 Mar 2019
DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image Pengfei Yao Zhen Fang Fan Wu Yao Feng Jiwei Li 3DH 23 48 0 25 Mar 2019