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What Do Single-view 3D Reconstruction Networks Learn?

What Do Single-view 3D Reconstruction Networks Learn?

Computer Vision and Pattern Recognition (CVPR), 2019
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 / 292 papers shown
Unsupervised Discovery of Object Radiance Fields
Unsupervised Discovery of Object Radiance FieldsInternational Conference on Learning Representations (ICLR), 2021
Hong-Xing Yu
Leonidas Guibas
Jiajun Wu
OCL
267
128
0
16 Jul 2021
Ray-ONet: Efficient 3D Reconstruction From A Single RGB Image
Ray-ONet: Efficient 3D Reconstruction From A Single RGB Image
Wenjing Bian
Zirui Wang
Kejie Li
V. Prisacariu
3DV
164
12
0
05 Jul 2021
LegoFormer: Transformers for Block-by-Block Multi-view 3D Reconstruction
LegoFormer: Transformers for Block-by-Block Multi-view 3D Reconstruction
Farid Yagubbayli
Yida Wang
A. Tonioni
Federico Tombari
ViT
156
40
0
23 Jun 2021
Neural Marching Cubes
Neural Marching CubesACM Transactions on Graphics (TOG), 2021
Zhiqin Chen
Hao Zhang
318
103
0
21 Jun 2021
DeepMesh: Differentiable Iso-Surface Extraction
DeepMesh: Differentiable Iso-Surface ExtractionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Benoît Guillard
Edoardo Remelli
Artem Lukoianov
Stephan R. Richter
Timur M. Bagautdinov
Pierre Baqué
Pascal Fua
AI4CE
219
21
0
20 Jun 2021
Single View Physical Distance Estimation using Human Pose
Single View Physical Distance Estimation using Human PoseIEEE International Conference on Computer Vision (ICCV), 2021
Xiaohan Fei
Henry Wang
Xiangyu Zeng
L. Cheong
Meng Wang
Joseph Tighe
157
9
0
18 Jun 2021
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction
Learning Compositional Shape Priors for Few-Shot 3D Reconstruction
Mateusz Michalkiewicz
Stavros Tsogkas
Sarah Parisot
Mahsa Baktash
Anders P. Eriksson
Eugene Belilovsky
3DV3DPC
147
2
0
11 Jun 2021
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud
  Generation and Reconstruction
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and ReconstructionInternational Conference on 3D Vision (3DV), 2021
Janis Postels
Mengya Liu
Riccardo Spezialetti
Luc Van Gool
Federico Tombari
AI4CE3DPC
185
22
0
06 Jun 2021
A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D
  Tomographic Image Reconstruction
A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction
Liyue Shen
Wei Zhao
D. Capaldi
John M. Pauly
Lei Xing
126
34
0
25 May 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy
  Networks
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy NetworksIEEE International Conference on Computer Vision (ICCV), 2021
Jiapeng Tang
Jiabao Lei
Dan Xu
Feiying Ma
Kui Jia
Lei Zhang
3DPC
216
83
0
08 May 2021
MongeNet: Efficient Sampler for Geometric Deep Learning
MongeNet: Efficient Sampler for Geometric Deep LearningComputer Vision and Pattern Recognition (CVPR), 2021
Leo Lebrat
Rodrigo Santa Cruz
Clinton Fookes
Olivier Salvado
3DPC3DGSOT
94
3
0
29 Apr 2021
Variational Relational Point Completion Network
Variational Relational Point Completion NetworkComputer Vision and Pattern Recognition (CVPR), 2021
Liang Pan
Xinyi Chen
Zhongang Cai
Junzhe Zhang
Haiyu Zhao
Shuai Yi
Ziwei Liu
3DPC
479
224
0
20 Apr 2021
NeRD: Neural 3D Reflection Symmetry Detector
NeRD: Neural 3D Reflection Symmetry DetectorComputer Vision and Pattern Recognition (CVPR), 2021
Yichao Zhou
Shichen Liu
Yi-An Ma
101
28
0
19 Apr 2021
Unsupervised Shape Completion via Deep Prior in the Neural Tangent
  Kernel Perspective
Unsupervised Shape Completion via Deep Prior in the Neural Tangent Kernel PerspectiveACM Transactions on Graphics (TOG), 2021
Lei Chu
Hao Pan
Wenping Wang
3DPC
171
14
0
19 Apr 2021
Optimal Pose and Shape Estimation for Category-level 3D Object
  Perception
Optimal Pose and Shape Estimation for Category-level 3D Object Perception
Jingang Shi
Heng Yang
Luca Carlone
439
27
0
16 Apr 2021
View-Guided Point Cloud Completion
View-Guided Point Cloud CompletionComputer Vision and Pattern Recognition (CVPR), 2021
Xuancheng Zhang
Yutong Feng
Siqi Li
C. Zou
Hai Wan
Xibin Zhao
Yandong Guo
Yue Gao
3DPC
176
91
0
12 Apr 2021
VGF-Net: Visual-Geometric Fusion Learning for Simultaneous Drone
  Navigation and Height Mapping
VGF-Net: Visual-Geometric Fusion Learning for Simultaneous Drone Navigation and Height MappingGraphical Models (GM), 2021
Yilin Liu
Ke Xie
Hui Huang
273
19
0
07 Apr 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural
  Representation
S2R-DepthNet: Learning a Generalizable Depth-specific Structural RepresentationComputer Vision and Pattern Recognition (CVPR), 2021
Xiaotian Chen
Yuwang Wang
Xuejin Chen
Wenjun Zeng
3DV3DPCMDE
226
57
0
02 Apr 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and
  Reconstruction
Fully Understanding Generic Objects: Modeling, Segmentation, and ReconstructionComputer Vision and Pattern Recognition (CVPR), 2021
Yifan Zhang
Luan Tran
Xiaoming Liu
3DV
149
18
0
02 Apr 2021
Fostering Generalization in Single-view 3D Reconstruction by Learning a
  Hierarchy of Local and Global Shape Priors
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape PriorsComputer Vision and Pattern Recognition (CVPR), 2021
J. Bechtold
Maxim Tatarchenko
Volker Fischer
Thomas Brox
150
17
0
01 Apr 2021
Perspective, Survey and Trends: Public Driving Datasets and Toolsets for
  Autonomous Driving Virtual Test
Perspective, Survey and Trends: Public Driving Datasets and Toolsets for Autonomous Driving Virtual TestInternational Conference on Intelligent Transportation Systems (ITSC), 2021
Pengliang Ji
Li Ruan
Yunzhi Xue
Limin Xiao
Qian Dong
428
40
0
01 Apr 2021
Near-field Perception for Low-Speed Vehicle Automation using
  Surround-view Fisheye Cameras
Near-field Perception for Low-Speed Vehicle Automation using Surround-view Fisheye Cameras
Ciarán Eising
Jonathan Horgan
S. Yogamani
466
50
0
31 Mar 2021
Multi-view 3D Reconstruction with Transformer
Multi-view 3D Reconstruction with TransformerIEEE International Conference on Computer Vision (ICCV), 2021
Dan Wang
Xinrui Cui
Xun Chen
Zhengxia Zou
Tianyang Shi
Septimiu Salcudean
Z. J. Wang
Rabab Ward
ViT
175
102
0
24 Mar 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction
Deep Implicit Moving Least-Squares Functions for 3D ReconstructionComputer Vision and Pattern Recognition (CVPR), 2021
Shilin Liu
Haoxiang Guo
Hao Pan
Peng-Shuai Wang
Xin Tong
Yang Liu
3DPC3DV
198
116
0
23 Mar 2021
Dynamical Pose Estimation
Dynamical Pose EstimationIEEE International Conference on Computer Vision (ICCV), 2021
Heng Yang
C. Doran
Jean-Jacques E. Slotine
281
9
0
10 Mar 2021
Shelf-Supervised Mesh Prediction in the Wild
Shelf-Supervised Mesh Prediction in the WildComputer Vision and Pattern Recognition (CVPR), 2021
Yufei Ye
Shubham Tulsiani
Abhinav Gupta
306
79
0
11 Feb 2021
Joint Learning of 3D Shape Retrieval and Deformation
Joint Learning of 3D Shape Retrieval and DeformationComputer Vision and Pattern Recognition (CVPR), 2021
Mikaela Angelina Uy
Vladimir G. Kim
Minhyuk Sung
Noam Aigerman
S. Chaudhuri
Leonidas Guibas
3DPC3DV
239
50
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 ReconstructionInternational Conference on 3D Vision (3DV), 2021
Anh Thai
Stefan Stojanov
Zixuan Huang
Isaac Rehg
James M. Rehg
CLL
225
1
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 WildIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Shivam Duggal
Zihao Wang
Wei-Chiu Ma
S. Manivasagam
Justin Liang
Shenlong Wang
R. Urtasun
3DV
275
26
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-rayInternational Conference on Intelligent User Interfaces (IUI), 2020
Yuan Liang
Liang Qiu
Tiancheng Lu
Zhujun Fang
Dezhan Tu
...
Tiandong Zhao
Yiting Shao
Kun Wang
Xiang Ánthony' Chen
Lei He
218
8
0
31 Dec 2020
From Points to Multi-Object 3D Reconstruction
From Points to Multi-Object 3D ReconstructionComputer Vision and Pattern Recognition (CVPR), 2020
Francis Engelmann
Konstantinos Rematas
Bastian Leibe
V. Ferrari
3DPC
416
43
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 ImagesComputer Vision and Pattern Recognition (CVPR), 2020
Manyi Li
Hao Zhang
3DV
288
51
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
203
42
0
08 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images
pixelNeRF: Neural Radiance Fields from One or Few ImagesComputer Vision and Pattern Recognition (CVPR), 2020
Alex Yu
Vickie Ye
Matthew Tancik
Angjoo Kanazawa
763
2,034
0
03 Dec 2020
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense
  Correspondence
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense CorrespondenceComputer Vision and Pattern Recognition (CVPR), 2020
Yu Deng
Jiaolong Yang
Xin Tong
290
171
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 SurfacesInternational Conference on Machine Learning (ICML), 2020
Baorui Ma
Zhizhong Han
Yu-Shen Liu
Matthias Zwicker
3DPC
336
196
0
26 Nov 2020
Recurrent Multi-view Alignment Network for Unsupervised Surface
  Registration
Recurrent Multi-view Alignment Network for Unsupervised Surface RegistrationComputer Vision and Pattern Recognition (CVPR), 2020
Wanquan Feng
Juyong Zhang
Hongrui Cai
Haofei Xu
Xianqiang Lyu
Hujun Bao
3DV3DPC
224
48
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 FusionInternational Conference on Pattern Recognition (ICPR), 2020
Lei Li
Suping Wu
107
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 ViewsInternational Conference on 3D Vision (3DV), 2020
Riccardo Spezialetti
D. Tan
A. Tonioni
Keisuke Tateno
Federico Tombari
181
6
0
17 Nov 2020
Deep Sketch-Based Modeling: Tips and Tricks
Deep Sketch-Based Modeling: Tips and TricksInternational Conference on 3D Vision (3DV), 2020
Yue Zhong
Yulia Gryaditskaya
Honggang Zhang
Yi-Zhe Song
232
36
0
12 Nov 2020
Neural Star Domain as Primitive Representation
Neural Star Domain as Primitive Representation
Yuki Kawana
Yusuke Mukuta
Tatsuya Harada
3DV
183
27
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
94
0
0
21 Oct 2020
Cascaded Refinement Network for Point Cloud Completion with
  Self-supervision
Cascaded Refinement Network for Point Cloud Completion with Self-supervisionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Xiaogang Wang
M. Ang
G. Lee
3DPC
414
45
0
17 Oct 2020
Training Data Generating Networks: Shape Reconstruction via Bi-level
  Optimization
Training Data Generating Networks: Shape Reconstruction via Bi-level OptimizationInternational Conference on Learning Representations (ICLR), 2020
Biao Zhang
Peter Wonka
3DPC
219
5
0
16 Oct 2020
Probabilistic 3D surface reconstruction from sparse MRI information
Probabilistic 3D surface reconstruction from sparse MRI informationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Katarína Tóthová
Sarah Parisot
Matthew Lee
Esther Puyol-Antón
A. King
Marc Pollefeys
E. Konukoglu
3DV
89
22
0
05 Oct 2020
3D-FUTURE: 3D Furniture shape with TextURE
3D-FUTURE: 3D Furniture shape with TextUREInternational Journal of Computer Vision (IJCV), 2020
Huan Fu
Rongfei Jia
Lin Gao
Biwei Huang
Binqiang Zhao
Stephen J. Maybank
Dacheng Tao
3DV
286
333
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 reconstructionNeural Information Processing Systems (NeurIPS), 2020
David Novotny
Roman Shapovalov
Andrea Vedaldi
3DPC
162
9
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
169
31
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
127
3
0
18 Aug 2020
VPC-Net: Completion of 3D Vehicles from MLS Point Clouds
VPC-Net: Completion of 3D Vehicles from MLS Point CloudsIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2020
Yan Xia
Yusheng Xu
Cheng-Yu Wang
Uwe Stilla
3DPC
233
49
0
08 Aug 2020
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