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"

30 / 580 papers shown

Title
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas J. Guibas 3DPC 3DV 12 10,941 0 07 Jun 2017
Submanifold Sparse Convolutional Networks Benjamin Graham Laurens van der Maaten 17 461 0 05 Jun 2017
Weakly supervised 3D Reconstruction with Adversarial Constraint JunYoung Gwak Chris Choy Animesh Garg Manmohan Chandraker Silvio Savarese 3DV GAN 21 119 0 31 May 2017
Deep Projective 3D Semantic Segmentation Felix Järemo Lawin Martin Danelljan Patrik Tosteberg Goutam Bhat Fahad Shahbaz Khan M. Felsberg 3DPC 10 319 0 09 May 2017
GRASS: Generative Recursive Autoencoders for Shape Structures Jun Li Kai Xu S. Chaudhuri Ersin Yumer Hao Zhang Leonidas J. Guibas 3DV 61 185 0 05 May 2017
Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs M. Simonovsky N. Komodakis GNN 21 1,222 0 10 Apr 2017
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models Roman Klokov Victor Lempitsky 3DV 18 980 0 04 Apr 2017
OctNetFusion: Learning Depth Fusion from Data Gernot Riegler Ali O. Ulusoy Horst Bischof Andreas Geiger 3DPC 3DV 16 207 0 04 Apr 2017
Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars Chenfanfu Jiang Siyuan Qi Yixin Zhu Siyuan Huang Jenny Lin L. Yu Demetri Terzopoulos Song-Chun Zhu 3DV 38 82 0 01 Apr 2017
3D Shape Segmentation via Shape Fully Convolutional Networks Pengyu Wang Y. Gan Panpan Shui Fenggen Yu Yan Zhang Song-Le Chen Zhengxing Sun 3DPC 22 86 0 28 Feb 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 16 3,962 0 14 Feb 2017
Design, Analysis and Application of A Volumetric Convolutional Neural Network Xiaqing Pan Yueru Chen C.-C. Jay Kuo 3DV 3DPC 19 3 0 01 Feb 2017
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 31 285 0 31 Jan 2017
3D Shape Retrieval via Irrelevance Filtering and Similarity Ranking (IF/SR) Xiaqing Pan Yueru Chen C.-C. Jay Kuo 6 1 0 30 Jan 2017
Large Scale Novel Object Discovery in 3D Siddharth Srivastava Gaurav Sharma Brejesh Lall 3DPC 21 6 0 22 Jan 2017
3D Shape Segmentation with Projective Convolutional Networks E. Kalogerakis Melinos Averkiou Subhransu Maji S. Chaudhuri 3DV 3DPC 24 363 0 08 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,136 0 02 Dec 2016
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision Xinchen Yan Jimei Yang Ersin Yumer Yijie Guo Honglak Lee 3DV 30 589 0 01 Dec 2016
Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis Angela Dai C. Qi Matthias Nießner 3DV 3DPC 18 605 0 01 Dec 2016
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 263 1,812 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 264 3,246 0 24 Nov 2016
Multi-View 3D Object Detection Network for Autonomous Driving Xiaozhi Chen Huimin Ma Ji Wan Bo Li Tian Xia 3DPC 93 2,757 0 23 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 45 1,473 0 15 Nov 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 191 1,942 0 24 Oct 2016
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston 26 577 0 15 Aug 2016
FusionNet: 3D Object Classification Using Multiple Data Representations Vishakh Hegde R. Zadeh 3DPC 16 207 0 19 Jul 2016
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs Liuhao Ge Hui Liang Junsong Yuan D. Thalmann 3DH 30 278 0 23 Jun 2016
FPNN: Field Probing Neural Networks for 3D Data Yangyan Li Soren Pirk Hao Su C. Qi Leonidas J. Guibas 3DPC 32 287 0 20 May 2016
RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews from Unsupervised Viewpoints Asako Kanezaki Y. Matsushita Y. Nishida 11 14 0 20 Mar 2016
Data-Driven Shape Analysis and Processing Kai Xu Vladimir G. Kim Qi-Xing Huang E. Kalogerakis 30 132 0 24 Feb 2015