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
Angular Triplet-Center Loss for Multi-view 3D Shape Retrieval Zhaoqun Li Cheng Xu B. Leng DML 3DPC 32 50 0 21 Nov 2018
Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN Shiyi Lan Ruichi Yu Gang Yu L. Davis 3DPC 27 140 0 19 Nov 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 73 1,547 0 17 Nov 2018
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities Zan Gojcic Caifa Zhou Jan Dirk Wegner A. Wieser 3DPC 3DV 44 453 0 16 Nov 2018
VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation Hsien-Yu Meng Lin Gao Yu-Kun Lai Tianyi Zhou 3DPC DRL 27 223 0 11 Nov 2018
3DCapsule: Extending the Capsule Architecture to Classify 3D Point Clouds Fei Yang C. Zheng 3DPC 33 41 0 06 Nov 2018
SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection Mohsen Yavartanoo Euyoung Kim Kyoung Mu Lee 3DPC 11 74 0 05 Nov 2018
3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds Adrian Penate-Sanchez Lourdes Agapito 3DV 14 1 0 02 Nov 2018
Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis Ruixuan Yu Jian Sun Huibin Li 3DPC 3DV 17 2 0 21 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 42 209 0 13 Oct 2018
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Jonas Schult Bastian Leibe 3DPC 19 109 0 02 Oct 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution A. Poulenard M. Ovsjanikov 3DH 19 89 0 01 Oct 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 22 121 0 21 Sep 2018
MeshCNN: A Network with an Edge Rana Hanocka Amir Hertz N. Fish Raja Giryes S. Fleishman Daniel Cohen-Or 28 271 0 16 Sep 2018
Canonical and Compact Point Cloud Representation for Shape Classification Kent Fujiwara Ikuro Sato Mitsuru Ambai Yuichi Yoshida Yoshiaki Sakakura 3DPC 19 3 0 13 Sep 2018
RealPoint3D: Point Cloud Generation from a Single Image with Complex Background Yukang Chen Qian Zhang Lisen Mu Chang Huang Gaofeng Meng Xinggang Wang 3DPC 24 11 0 08 Sep 2018
A Deeper Look at 3D Shape Classifiers Jong-Chyi Su Matheus Gadelha Rui Wang Subhransu Maji 3DPC 3DV 18 101 0 07 Sep 2018
Object Pose Estimation from Monocular Image using Multi-View Keypoint Correspondence Jogendra Nath Kundu V. RahulM. Aditya Ganeshan R. Venkatesh Babu 3DPC 9 20 0 03 Sep 2018
VoxSegNet: Volumetric CNNs for Semantic Part Segmentation of 3D Shapes Zongji Wang Feng Lu 3DPC 6 110 0 01 Sep 2018
Human-centric Indoor Scene Synthesis Using Stochastic Grammar Siyuan Qi Yixin Zhu Siyuan Huang Chenfanfu Jiang Song-Chun Zhu 3DV 23 182 0 25 Aug 2018
PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition Haoxuan You Yifan Feng Rongrong Ji Yue Gao 3DPC 36 169 0 23 Aug 2018
Fully-Convolutional Point Networks for Large-Scale Point Clouds Dario Rethage Johanna Wald Jürgen Sturm Nassir Navab Federico Tombari 3DV 3DPC 22 182 0 21 Aug 2018
VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification Song-Le Chen Lintao Zheng Yan Zhang Zhixin Sun Kai Xu 3DPC 3DV 32 73 0 20 Aug 2018
URSA: A Neural Network for Unordered Point Clouds Using Constellations M. Skouson Brett J. Borghetti Robert C. Leishman 3DPC 14 2 0 14 Aug 2018
Learning Discriminative 3D Shape Representations by View Discerning Networks B. Leng Cheng Zhang Xiaochen Zhou Cheng Xu Kai Xu 3DV 3DPC 38 20 0 11 Aug 2018
Deep Generative Modeling for Scene Synthesis via Hybrid Representations Zaiwei Zhang Zhenpei Yang Chongyang Ma Linjie Luo Alexander G. Huth E. Vouga Qi-Xing Huang GAN 3DPC 21 125 0 06 Aug 2018
A survey on Deep Learning Advances on Different 3D Data Representations Eman Ahmed Alexandre Saint Abd El Rahman Shabayek K. Cherenkova Rig Das Gleb Gusev Djamila Aouada Björn E. Ottersten AI4TS 3DPC 25 95 0 04 Aug 2018
Parsing Geometry Using Structure-Aware Shape Templates Vignesh Ganapathi-Subramanian Olga Diamanti Soren Pirk Chengcheng Tang Matthias Niessner Leonidas J. Guibas 3DPC 3DV 16 37 0 03 Aug 2018
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction Bo Yang Sen Wang Andrew Markham Niki Trigoni 3DPC 3DV 29 138 0 02 Aug 2018
Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional Networks Kripasindhu Sarkar Basavaraj Hampiholi Kiran Varanasi D. Stricker 3DV 18 33 0 23 Jul 2018
EC-Net: an Edge-aware Point set Consolidation Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 16 239 0 16 Jul 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 27 48 0 16 Jul 2018
Multiresolution Tree Networks for 3D Point Cloud Processing Matheus Gadelha Rui Wang Subhransu Maji 3DV 3DPC 13 255 0 10 Jul 2018
High Fidelity Semantic Shape Completion for Point Clouds using Latent Optimization Swaminathan Gurumurthy Shubham Agrawal 3DPC 31 36 0 09 Jul 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 36 542 0 06 Jul 2018
PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation Mingyang Jiang Yiran Wu Tianqi Zhao Zelin Zhao Cewu Lu 3DPC 19 398 0 02 Jul 2018
Hybrid Bayesian Eigenobjects: Combining Linear Subspace and Deep Network Methods for 3D Robot Vision Benjamin Burchfiel George Konidaris 8 8 0 20 Jun 2018
Multi-level 3D CNN for Learning Multi-scale Spatial Features Sambit Ghadai Xian Yeow Lee Aditya Balu S. Sarkar A. Krishnamurthy 3DV 3DPC 4 8 0 30 May 2018
LMNet: Real-time Multiclass Object Detection on CPU using 3D LiDAR Kazuki Minemura Hengfui Liau Abraham Monrroy Shinpei Kato 23 55 0 13 May 2018
Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation Seungryul Baek K. Kim Tae-Kyun Kim 3DH 27 82 0 11 May 2018
Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems Georg Waltner Michael Maurer Thomas Holzmann Patrick Ruprecht M. Opitz Horst Possegger Friedrich Fraundorfer Horst Bischof 3DPC 16 0 0 09 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 39 116 0 17 Apr 2018
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition Mikaela Angelina Uy Gim Hee Lee 3DPC 3DV 12 545 0 10 Apr 2018
Learning Descriptor Networks for 3D Shape Synthesis and Analysis Jianwen Xie Zilong Zheng Ruiqi Gao Wenguan Wang Song-Chun Zhu Ying Nian Wu GAN 3DV 17 144 0 02 Apr 2018
FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans Chen Liu Jiaye Wu Yasutaka Furukawa 3DV 13 132 0 31 Mar 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 154 769 0 30 Mar 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Yifan Yang Y. Weng Qiming Hou Kun Zhou 3DV 33 29 0 30 Mar 2018
Learning Free-Form Deformations for 3D Object Reconstruction Dominic Jack J. K. Pontes Sridha Sridharan Clinton Fookes S. Shirazi Frederic Maire Anders P. Eriksson 3DPC 18 72 0 29 Mar 2018
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation Angela Dai Matthias Nießner 3DPC 3DV 13 322 0 28 Mar 2018
Point Convolutional Neural Networks by Extension Operators Matan Atzmon Haggai Maron Y. Lipman 3DPC 14 537 0 27 Mar 2018