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What Do Single-view 3D Reconstruction Networks Learn?

What Do Single-view 3D Reconstruction Networks Learn?

9 May 2019
Maxim Tatarchenko
Stephan R. Richter
René Ranftl
Zhuwen Li
V. Koltun
Thomas Brox
    3DV
ArXiv (abs)PDFHTML

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

50 / 270 papers shown
Title
Multi-view 3D Reconstruction with Transformer
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
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction
Shilin Liu
Haoxiang Guo
Hao Pan
Peng-Shuai Wang
Xin Tong
Yang Liu
3DPC3DV
95
100
0
23 Mar 2021
Dynamical Pose Estimation
Dynamical Pose Estimation
Heng Yang
C. Doran
Jean-Jacques E. Slotine
72
8
0
10 Mar 2021
Shelf-Supervised Mesh Prediction in the Wild
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
Joint Learning of 3D Shape Retrieval and Deformation
Mikaela Angelina Uy
Vladimir G. Kim
Minhyuk Sung
Noam Aigerman
S. Chaudhuri
Leonidas Guibas
3DPC3DV
100
49
0
19 Jan 2021
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape
  Reconstruction
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
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
168
25
0
18 Jan 2021
OralViewer: 3D Demonstration of Dental Surgeries for Patient Education
  with Oral Cavity Reconstruction from a 2D Panoramic X-ray
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
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
D2^22IM-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
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
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
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
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
106
161
0
26 Nov 2020
Recurrent Multi-view Alignment Network for Unsupervised Surface
  Registration
Recurrent Multi-view Alignment Network for Unsupervised Surface Registration
Wanquan Feng
Juyong Zhang
Hongrui Cai
Haofei Xu
Junhui Hou
Hujun Bao
3DV3DPC
73
43
0
24 Nov 2020
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch
  Information Fusion
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
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
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
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
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
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
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
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
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
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
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
Multiple View Generation and Classification of Mid-wave Infrared Images using Deep Learning
Maliha Arif
Abhijit Mahalanobis
GAN
18
2
0
18 Aug 2020
VPC-Net: Completion of 3D Vehicles from MLS Point Clouds
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Neural Subdivision
Hsueh-Ti Derek Liu
Vladimir G. Kim
Siddhartha Chaudhuri
Noam Aigerman
Alec Jacobson
AI4CE3DV
56
85
0
04 May 2020
CoReNet: Coherent 3D scene reconstruction from a single RGB image
CoReNet: Coherent 3D scene reconstruction from a single RGB image
S. Popov
Pablo Bauszat
V. Ferrari
3DPC3DV
81
72
0
27 Apr 2020
Extending DeepSDF for automatic 3D shape retrieval and similarity
  transform estimation
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
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
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
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
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates
Zhizhong Han
Guanhui Qiao
Yu-Shen Liu
Matthias Zwicker
3DPC3DV
181
32
0
12 Mar 2020
Convolutional Occupancy Networks
Convolutional Occupancy Networks
Songyou Peng
Michael Niemeyer
L. Mescheder
Marc Pollefeys
Andreas Geiger
3DVAI4CE
367
991
0
10 Mar 2020
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