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
PCEDNet : A Lightweight Neural Network for Fast and Interactive Edge Detection in 3D Point Clouds Chems-Eddine Himeur T. Lejemble Thomas Pellegrini M. Paulin L. Barthe Nicolas Mellado 3DPC 22 35 0 03 Nov 2020
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation Juyoung Yang Chanho Lee Pyunghwan Ahn Haeil Lee Eojindl Yi Junmo Kim 3DPC 23 11 0 02 Nov 2020
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 71 1,949 0 02 Nov 2020
MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis Rahul Chakwate Arulkumar Subramaniam Anurag Mittal 3DPC 23 0 0 02 Nov 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 19 1 0 19 Oct 2020
PointManifold: Using Manifold Learning for Point Cloud Classification Dinghao Yang Wei Gao 3DPC 31 4 0 14 Oct 2020
Weakly Supervised Learning of Multi-Object 3D Scene Decompositions Using Deep Shape Priors Cathrin Elich Martin R. Oswald Marc Pollefeys Joerg Stueckler OCL 3DPC 3DV 14 12 0 08 Oct 2020
RISA-Net: Rotation-Invariant Structure-Aware Network for Fine-Grained 3D Shape Retrieval Rao Fu Jie Yang Jiawei Sun Fang-Lue Zhang Yu-Kun Lai Lin Gao 3DV 3DPC 3DH 34 2 0 02 Oct 2020
SceneGen: Generative Contextual Scene Augmentation using Scene Graph Priors Mohammad Keshavarzi Aakash Parikh Xiyu Zhai Melody Mao Luisa Caldas An Yang 29 24 0 25 Sep 2020
2D-3D Geometric Fusion Network using Multi-Neighbourhood Graph Convolution for RGB-D Indoor Scene Classification Albert Mosella-Montoro Javier Ruiz-Hidalgo 3DPC MDE 26 25 0 23 Sep 2020
Depth-Adapted CNN for RGB-D cameras Zongwei Wu Guillaume Allibert C. Stolz C. Demonceaux MDE 31 20 0 21 Sep 2020
Open-Ended Fine-Grained 3D Object Categorization by Combining Shape and Texture Features in Multiple Colorspaces Nils Keunecke S. Kasaei 37 0 0 19 Sep 2020
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation Liuyue Xie T. Furuhata K. Shimada 3DPC 13 7 0 18 Sep 2020
A Robust and Reliable Point Cloud Recognition Network Under Rigid Transformation Dongrui Liu Chuanchuan Chen Changqing Xu Qi Cai Lei Chu F. Wen Robert C. Qiu 3DPC 22 15 0 15 Sep 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
Spatial Transformer Point Convolution Yuan Fang Chunyan Xu Zhen Cui Yuan Zong Jian Yang 3DPC 33 6 0 03 Sep 2020
Neighbourhood-Insensitive Point Cloud Normal Estimation Network Zirui Wang V. Prisacariu 3DPC 25 15 0 23 Aug 2020
Orderly Disorder in Point Cloud Domain Morteza Ghahremani Bernard Paul Tiddeman Yonghuai Liu Ardhendu Behera 3DPC 24 7 0 21 Aug 2020
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation Yu Feng Boyuan Tian Tiancheng Xu P. Whatmough Yuhao Zhu 3DPC 32 58 0 16 Aug 2020
Cross-modal Center Loss Longlong Jing Elahe Vahdani Jiaxing Tan Yingli Tian 3DPC 12 4 0 08 Aug 2020
Global Context Aware Convolutions for 3D Point Cloud Understanding Zhiyuan Zhang Binh-Son Hua Wei Chen Yibin Tian Sai-Kit Yeung 3DPC 18 41 0 07 Aug 2020
Graph Convolution with Low-rank Learnable Local Filters Xiuyuan Cheng Zichen Miao Qiang Qiu GNN 16 0 0 04 Aug 2020
Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery Qian Wang Neelanjan Bhowmik T. Breckon 12 14 0 03 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 16 116 0 01 Aug 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution Haotian Tang Zhijian Liu Shengyu Zhao Chengyue Wu Ji Lin Hanrui Wang Song Han 3DPC 44 632 0 31 Jul 2020
Weakly Supervised 3D Object Detection from Lidar Point Cloud Qinghao Meng Wenguan Wang Tianfei Zhou Jianbing Shen Luc Van Gool Dengxin Dai 3DPC 18 107 0 23 Jul 2020
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF Relocalization Juan Du Rui Wang Daniel Cremers 3DPC 27 98 0 17 Jul 2020
Progressive Point Cloud Deconvolution Generation Network Le Hui Rui Xu Jin Xie J. Qian Jian Yang 3DPC 27 72 0 10 Jul 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 30 32 0 09 Jul 2020
3D Topology Transformation with Generative Adversarial Networks Luca Stornaiuolo Nima Dehmamy A. Barabási Mauro Martino 21 3 0 07 Jul 2020
Local Grid Rendering Networks for 3D Object Detection in Point Clouds Jianan Li Jiashi Feng 3DPC 11 1 0 04 Jul 2020
A Closer Look at Local Aggregation Operators in Point Cloud Analysis Ze Liu Han Hu Yue Cao Zheng-Wei Zhang Xin Tong 3DPC 29 182 0 02 Jul 2020
DNF-Net: a Deep Normal Filtering Network for Mesh Denoising Xianzhi Li Ruihui Li Lei Zhu Chi-Wing Fu Pheng-Ann Heng AI4CE 33 49 0 28 Jun 2020
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization Jingang Tan Lili Chen Kangru Wang Jingquan Peng Jiamao Li Xiaolin Zhang 16 8 0 25 Jun 2020
UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree Kacper Kania Maciej Ziȩba Tomasz Kajdanowicz 3DV 28 93 0 16 Jun 2020
Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and Fusion Yang Wang 38 195 0 15 Jun 2020
Local-Area-Learning Network: Meaningful Local Areas for Efficient Point Cloud Analysis Qendrim Bytyqi Nicola Wolpert E. Schömer 3DPC 14 3 0 12 Jun 2020
MeshWalker: Deep Mesh Understanding by Random Walks Alon Lahav A. Tal 3DV 30 79 0 09 Jun 2020
DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling Moshe Eliasof Eran Treister 22 25 0 07 Jun 2020
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion Peng-Shuai Wang Yang Liu Xin Tong 3DPC 33 62 0 06 Jun 2020
Human Recognition Using Face in Computed Tomography Jiuwen Zhu Member Ieee Hu Han F. I. S. Kevin Zhou CVBM 12 0 0 28 May 2020
Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds Zhongpai Gao Guangtao Zhai Junchi Yan Xiaokang Yang 3DPC 27 2 0 27 May 2020
Multi-view Alignment and Generation in CCA via Consistent Latent Encoding Yaxin Shi Yuangang Pan Donna Xu Ivor W. Tsang 3DV 6 4 0 24 May 2020
ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds Kibok Lee Zhuoyuan Chen Xinchen Yan R. Urtasun Ersin Yumer 3DPC 23 30 0 24 May 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review Ying Li Lingfei Ma Zilong Zhong Fei Liu Dongpu Cao Jonathan Li M. Chapman 3DPC 44 394 0 20 May 2020
Holistic Parameteric Reconstruction of Building Models from Point Clouds Zhixin Li Wenyuan Zhang J. Shan 3DPC 20 6 0 19 May 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
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes Haiyan Wang Xuejian Rong Liang Yang Jinglun Feng Shuihua Wang Yingli Tian 3DPC 22 44 0 26 Apr 2020
Shape-Oriented Convolution Neural Network for Point Cloud Analysis Chaoyi Zhang Yang Song Lina Yao Weidong (Tom) Cai 3DPC 22 14 0 20 Apr 2020
Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 22 34 0 13 Apr 2020