Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction

21 June 2017

Papers citing "Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction"

32 / 82 papers shown

Title
AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation Xiaofeng Liu Tong Che Yiqun Lu Chao Yang Site Li J. You 3DV 48 21 0 13 Jul 2020
DRWR: A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images Zhizhong Han Chao Chen Yu-Shen Liu Matthias Zwicker 29 59 0 12 Jul 2020
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion Yujin Chen Zhigang Tu Di Kang Ruizhi Chen Linchao Bao Zhengyou Zhang Junsong Yuan 3DH 33 60 0 28 Jun 2020
3D Probabilistic Segmentation and Volumetry from 2D projection images Athanasios Vlontzos Samuel Budd Benjamin Hou Daniel Rueckert Bernhard Kainz 22 1 0 23 Jun 2020
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction Tong He John Collomosse Hailin Jin Stefano Soatto 3DH 37 176 0 15 Jun 2020
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas J. Guibas 19 68 0 21 Mar 2020
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han Guanhui Qiao Yu-Shen Liu Matthias Zwicker 3DPC 3DV 54 32 0 12 Mar 2020
PF-Net: Point Fractal Network for 3D Point Cloud Completion Zitian Huang Yikuan Yu Jiawen Xu Feng Ni Xinyi Le 3DPC 44 356 0 01 Mar 2020
Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction Yuan Yao Nico Schertler Enrique Rosales Helge Rhodin Leonid Sigal Alla Sheffer 28 45 0 23 Dec 2019
3D Shape Completion with Multi-view Consistent Inference T. Hu Zhizhong Han Matthias Zwicker 3DPC 3DV 27 51 0 28 Nov 2019
ViewSynth: Learning Local Features from Depth using View Synthesis Jisan Mahmud Rajat Vikram Singh Peri Akiva S. Kundu Kuan-Chuan Peng Jan-Michael Frahm 3DV 27 2 0 22 Nov 2019
Learning to Infer Implicit Surfaces without 3D Supervision Shichen Liu Shunsuke Saito Weikai Chen Hao Li 3DV 18 197 0 02 Nov 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 39 252 0 12 Sep 2019
A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization I. Lim Moritz Ibing Leif Kobbelt 3DPC 3DV 27 15 0 27 Jun 2019
Differentiable Surface Splatting for Point-based Geometry Processing Yifan Wang Felice Serena Shihao Wu Cengiz Öztireli O. Sorkine-Hornung 3DPC 42 291 0 10 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 77 1,266 0 04 Jun 2019
Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction Chen-Hsuan Lin Oliver Wang Bryan C. Russell Eli Shechtman Vladimir G. Kim Matthew Fisher Simon Lucey 24 66 0 20 Mar 2019
A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images Jiapeng Tang Xiaoguang Han J. Pan Kui Jia Xin Tong 3DH 3DV 30 86 0 12 Mar 2019
3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers Daeyun Shin Zhile Ren Erik B. Sudderth Charless C. Fowlkes 3DV 30 14 0 18 Feb 2019
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 32 1,608 0 06 Dec 2018
MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image Jinglu Wang Bo Sun Yan Lu 3DPC 3DV 30 41 0 23 Nov 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 25 244 0 22 Oct 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 31 195 0 12 Oct 2018
Point Cloud Colorization Based on Densely Annotated 3D Shape Dataset Xu Cao K. Nagao 3DH 3DPC 10 19 0 12 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
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 35 106 0 18 May 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 20 139 0 29 Apr 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
P2P-NET: Bidirectional Point Displacement Net for Shape Transform K. Yin Hui Huang Daniel Cohen-Or Hao Zhang 3DPC 22 46 0 25 Mar 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 19 115 0 01 Feb 2018
Image2Mesh: A Learning Framework for Single Image 3D Reconstruction J. K. Pontes Chen Kong Sridha Sridharan Simon Lucey Anders P. Eriksson Clinton Fookes 3DV 27 126 0 29 Nov 2017
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 189 1,941 0 24 Oct 2016