What Do Single-view 3D Reconstruction Networks Learn?

9 May 2019

Thomas Brox

Papers citing "What Do Single-view 3D Reconstruction Networks Learn?"

50 / 270 papers shown

Title
Multi-view 3D Reconstruction with Transformer Dan Wang Xinrui Cui Xun Chen Zhengxia Zou Tianyang Shi Septimiu Salcudean Z. J. Wang Rabab Ward ViT 79 90 0 24 Mar 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction Shilin Liu Haoxiang Guo Hao Pan Peng-Shuai Wang Xin Tong Yang Liu 3DPC 3DV 95 100 0 23 Mar 2021
Dynamical Pose Estimation Heng Yang C. Doran Jean-Jacques E. Slotine 72 8 0 10 Mar 2021
Shelf-Supervised Mesh Prediction in the Wild Yufei Ye Shubham Tulsiani Abhinav Gupta 183 78 0 11 Feb 2021
Joint Learning of 3D Shape Retrieval and Deformation Mikaela Angelina Uy Vladimir G. Kim Minhyuk Sung Noam Aigerman S. Chaudhuri Leonidas Guibas 3DPC 3DV 100 49 0 19 Jan 2021
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction Anh Thai Stefan Stojanov Zixuan Huang Isaac Rehg James M. Rehg CLL 77 0 0 18 Jan 2021
Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild Shivam Duggal Zihao Wang Wei-Chiu Ma S. Manivasagam Justin Liang Shenlong Wang R. Urtasun 3DV 171 25 0 18 Jan 2021
OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray Yuan Liang Liang Qiu Tiancheng Lu Zhujun Fang Dezhan Tu ... Tiandong Zhao Yiting Shao Kun Wang Xiang Ánthony' Chen Lei He 53 6 0 31 Dec 2020
From Points to Multi-Object 3D Reconstruction Francis Engelmann Konstantinos Rematas Bastian Leibe V. Ferrari 3DPC 112 42 0 21 Dec 2020
D $^2$ IM-Net: Learning Detail Disentangled Implicit Fields from Single Images Manyi Li Hao Zhang 3DV 99 45 0 11 Dec 2020
Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos Kevis-Kokitsi Maninis S. Popov Matthias Nießner V. Ferrari 3DPC 107 39 0 08 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 255 1,755 0 03 Dec 2020
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence Yu Deng Jiaolong Yang Xin Tong 102 150 0 27 Nov 2020
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 110 161 0 26 Nov 2020
Recurrent Multi-view Alignment Network for Unsupervised Surface Registration Wanquan Feng Juyong Zhang Hongrui Cai Haofei Xu Junhui Hou Hujun Bao 3DV 3DPC 73 43 0 24 Nov 2020
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information Fusion Lei Li Suping Wu 55 15 0 21 Nov 2020
A Divide et Impera Approach for 3D Shape Reconstruction from Multiple Views Riccardo Spezialetti D. Tan A. Tonioni Keisuke Tateno Federico Tombari 65 6 0 17 Nov 2020
Deep Sketch-Based Modeling: Tips and Tricks Yue Zhong Yulia Gryaditskaya Honggang Zhang Yi-Zhe Song 65 34 0 12 Nov 2020
Neural Star Domain as Primitive Representation Yuki Kawana Yusuke Mukuta Tatsuya Harada 3DV 64 25 0 21 Oct 2020
I-nteract 2.0: A Cyber-Physical System to Design 3D Models using Mixed Reality Technologies and Deep Learning for Additive Manufacturing Ammar Malik H. Lhachemi Robert Shorten 32 0 0 21 Oct 2020
Cascaded Refinement Network for Point Cloud Completion with Self-supervision Xiaogang Wang M. Ang G. Lee 3DPC 111 33 0 17 Oct 2020
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization Biao Zhang Peter Wonka 3DPC 60 4 0 16 Oct 2020
Probabilistic 3D surface reconstruction from sparse MRI information Katarína Tóthová Sarah Parisot Matthew Lee Esther Puyol-Antón A. King Marc Pollefeys E. Konukoglu 3DV 55 20 0 05 Oct 2020
3D-FUTURE: 3D Furniture shape with TextURE Huan Fu Rongfei Jia Lin Gao Biwei Huang Binqiang Zhao Stephen J. Maybank Dacheng Tao 3DV 102 262 0 21 Sep 2020
Canonical 3D Deformer Maps: Unifying parametric and non-parametric methods for dense weakly-supervised category reconstruction David Novotny Roman Shapovalov Andrea Vedaldi 3DPC 55 8 0 28 Aug 2020
Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images Jiahui Lei Srinath Sridhar Paul Guerrero Minhyuk Sung Niloy Mitra Leonidas Guibas 3DV 87 30 0 18 Aug 2020
Multiple View Generation and Classification of Mid-wave Infrared Images using Deep Learning Maliha Arif Abhijit Mahalanobis GAN 22 2 0 18 Aug 2020
VPC-Net: Completion of 3D Vehicles from MLS Point Clouds Yan Xia Yusheng Xu Cheng-Yu Wang Uwe Stilla 3DPC 33 45 0 08 Aug 2020
Associative3D: Volumetric Reconstruction from Sparse Views Shengyi Qian Linyi Jin David Fouhey 115 20 0 27 Jul 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 136 39 0 22 Jul 2020
Detail Preserved Point Cloud Completion via Separated Feature Aggregation Wenxiao Zhang Qingan Yan Chunxia Xiao 3DPC 83 134 0 05 Jul 2020
On the generalization of learning-based 3D reconstruction Miguel Angel Bautista Walter A. Talbott Shuangfei Zhai Nitish Srivastava J. Susskind 3DV 80 29 0 27 Jun 2020
Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images Haozhe Xie Huanjin Yao Shengping Zhang Shangchen Zhou Wenxiu Sun DRL 89 187 0 22 Jun 2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction Yichao Zhou Shichen Liu Yi-An Ma 3DV 39 7 0 17 Jun 2020
3D Reconstruction of Novel Object Shapes from Single Images Anh Thai Stefan Stojanov V. Upadhya James M. Rehg 3DV 199 30 0 14 Jun 2020
Equivariant Neural Rendering Emilien Dupont Miguel Angel Bautista Alex Colburn Aditya Sankar Carlos Guestrin J. Susskind Qi Shan 3DH 102 64 0 13 Jun 2020
MeshSDF: Differentiable Iso-Surface Extraction Edoardo Remelli Artem Lukoianov Stephan R. Richter Benoît Guillard Timur M. Bagautdinov Pierre Baqué Pascal Fua 106 153 0 06 Jun 2020
UCLID-Net: Single View Reconstruction in Object Space Benoît Guillard Edoardo Remelli Pascal Fua 3DV 45 7 0 06 Jun 2020
GRNet: Gridding Residual Network for Dense Point Cloud Completion Haozhe Xie Huanjin Yao Shangchen Zhou Jiageng Mao Shengping Zhang Wenxiu Sun 3DPC 93 317 0 06 Jun 2020
Novel Object Viewpoint Estimation through Reconstruction Alignment Mohamed El Banani Jason J. Corso David Fouhey 122 14 0 05 Jun 2020
Combining Deep Learning with Geometric Features for Image based Localization in the Gastrointestinal Tract Jingwei Song Mitesh Patel Andreas Girgensohn Chelhwon Kim 45 12 0 11 May 2020
A Simple and Scalable Shape Representation for 3D Reconstruction Mateusz Michalkiewicz Eugene Belilovsky Mahsa Baktash Anders P. Eriksson 3DV 67 10 0 10 May 2020
Neural Subdivision Hsueh-Ti Derek Liu Vladimir G. Kim Siddhartha Chaudhuri Noam Aigerman Alec Jacobson AI4CE 3DV 56 85 0 04 May 2020
CoReNet: Coherent 3D scene reconstruction from a single RGB image S. Popov Pablo Bauszat V. Ferrari 3DPC 3DV 81 72 0 27 Apr 2020
Extending DeepSDF for automatic 3D shape retrieval and similarity transform estimation Oladapo Afolabi An Yang S. Shankar Sastry 76 4 0 20 Apr 2020
Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors Mateusz Michalkiewicz Sarah Parisot Stavros Tsogkas Mahsa Baktash Anders P. Eriksson Eugene Belilovsky 3DV 69 25 0 14 Apr 2020
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 63 54 0 07 Apr 2020
Self-Supervised 2D Image to 3D Shape Translation with Disentangled Representations Berk Kaya Radu Timofte 41 7 0 22 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 181 32 0 12 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 367 991 0 10 Mar 2020