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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
SeedFormer: Patch Seeds based Point Cloud Completion with Upsample
  Transformer
SeedFormer: Patch Seeds based Point Cloud Completion with Upsample TransformerEuropean Conference on Computer Vision (ECCV), 2022
Hao Zhou
Yun Cao
Wenqing Chu
Junwei Zhu
Tong Lu
Ying Tai
Chengjie Wang
3DPCViT
233
169
0
21 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation
Latent Partition Implicit with Surface Codes for 3D RepresentationEuropean Conference on Computer Vision (ECCV), 2022
Chao Chen
Yu-Shen Liu
Zhihong Han
248
33
0
18 Jul 2022
Optimal and Robust Category-level Perception: Object Pose and Shape
  Estimation from 2D and 3D Semantic Keypoints
Optimal and Robust Category-level Perception: Object Pose and Shape Estimation from 2D and 3D Semantic KeypointsIEEE Transactions on robotics (TRO), 2022
Jingang Shi
Heng Yang
Luca Carlone
3DPC3DV
322
14
0
24 Jun 2022
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D
  Reconstruction
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D Reconstruction
Zhenpei Yang
Zaiwei Zhang
Qi-Xing Huang
3DH
171
5
0
24 Jun 2022
Deep Active Latent Surfaces for Medical Geometries
Deep Active Latent Surfaces for Medical Geometries
Patrick M. Jensen
Udaranga Wickramasinghe
Anders B. Dahl
Pascal Fua
Vedrana Andersen Dahl
MedIm
192
2
0
21 Jun 2022
3D-C2FT: Coarse-to-fine Transformer for Multi-view 3D Reconstruction
3D-C2FT: Coarse-to-fine Transformer for Multi-view 3D ReconstructionAsian Conference on Computer Vision (ACCV), 2022
Leslie Ching Ow Tiong
Dick Sigmund
Andrew Beng Jin Teoh
3DVViT
150
17
0
29 May 2022
3DILG: Irregular Latent Grids for 3D Generative Modeling
3DILG: Irregular Latent Grids for 3D Generative ModelingNeural Information Processing Systems (NeurIPS), 2022
Biao Zhang
Matthias Nießner
Peter Wonka
3DV
340
98
0
27 May 2022
ANISE: Assembly-based Neural Implicit Surface rEconstruction
ANISE: Assembly-based Neural Implicit Surface rEconstructionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Dmitry Petrov
Matheus Gadelha
R. Měch
E. Kalogerakis
233
17
0
27 May 2022
FvOR: Robust Joint Shape and Pose Optimization for Few-view Object
  Reconstruction
FvOR: Robust Joint Shape and Pose Optimization for Few-view Object ReconstructionComputer Vision and Pattern Recognition (CVPR), 2022
Zhenpei Yang
Zhile Ren
Miguel Angel Bautista
Zaiwei Zhang
Qi Shan
Qi-Xing Huang
3DH
178
28
0
16 May 2022
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction
Topologically-Aware Deformation Fields for Single-View 3D ReconstructionComputer Vision and Pattern Recognition (CVPR), 2022
Shivam Duggal
Deepak Pathak
3DPC
182
49
0
12 May 2022
Unsupervised Discovery and Composition of Object Light Fields
Unsupervised Discovery and Composition of Object Light Fields
Cameron Smith
Hong-Xing Yu
Sergey Zakharov
F. Durand
J. Tenenbaum
Jiajun Wu
Vincent Sitzmann
OCL
203
30
0
08 May 2022
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion
SoftPool++: An Encoder-Decoder Network for Point Cloud CompletionInternational Journal of Computer Vision (IJCV), 2022
Yida Wang
D. Tan
Nassir Navab
F. Tombari
3DPC
121
21
0
08 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context
  Priors
Surface Reconstruction from Point Clouds by Learning Predictive Context PriorsComputer Vision and Pattern Recognition (CVPR), 2022
Baorui Ma
Yu-Shen Liu
Matthias Zwicker
Zhizhong Han
3DPC
184
88
0
23 Apr 2022
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cuesEuropean Conference on Computer Vision (ECCV), 2022
Zixuan Huang
Stefan Stojanov
Anh Thai
Varun Jampani
James M. Rehg
3DV
171
12
0
21 Apr 2022
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View ImagesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chao Wen
Yinda Zhang
Chenjie Cao
Zhuwen Li
Xiangyang Xue
Yanwei Fu
3DV
160
21
0
21 Apr 2022
What's in your hands? 3D Reconstruction of Generic Objects in Hands
What's in your hands? 3D Reconstruction of Generic Objects in HandsComputer Vision and Pattern Recognition (CVPR), 2022
Yufei Ye
Abhinav Gupta
Shubham Tulsiani
3DH
224
106
0
14 Apr 2022
Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape
Beyond 3DMM: Learning to Capture High-fidelity 3D Face ShapeIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Xiangyu Zhu
Chang Yu
Di Huang
Zhen Lei
Hao Wang
Stan Z. Li
3DHCVBM
136
13
0
09 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in
  Function Space
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function SpaceInternational Conference on Learning Representations (ICLR), 2022
Evangelos Chatzipantazis
Stefanos Pertigkiozoglou
Guang Cheng
Kostas Daniilidis
3DPC
336
38
0
05 Apr 2022
Completing Partial Point Clouds with Outliers by Collaborative
  Completion and Segmentation
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation
Changfeng Ma
Yang Yang
Jie Guo
Chongjun Wang
Yan Guo
3DPC
230
4
0
18 Mar 2022
AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation
AutoSDF: Shape Priors for 3D Completion, Reconstruction and GenerationComputer Vision and Pattern Recognition (CVPR), 2022
Paritosh Mittal
Y. Cheng
Maneesh Singh
Shubham Tulsiani
370
272
0
17 Mar 2022
From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction
From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction
Evin Pınar Örnek
Shristi Mudgal
Johanna Wald
Yida Wang
Nassir Navab
F. Tombari
3DV
175
24
0
15 Mar 2022
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object
  Manipulation
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation
Bokui Shen
Zhenyu Jiang
Chris Choy
Leonidas Guibas
Silvio Savarese
Anima Anandkumar
Yuke Zhu
AI4CE
319
50
0
14 Mar 2022
On the Evaluation of RGB-D-based Categorical Pose and Shape Estimation
On the Evaluation of RGB-D-based Categorical Pose and Shape EstimationAnnual Meeting of the IEEE Industry Applications Society (IAS Annual Meeting), 2022
Leonard Bruns
Patric Jensfelt
157
5
0
21 Feb 2022
Snowflake Point Deconvolution for Point Cloud Completion and Generation
  with Skip-Transformer
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Peng Xiang
Xin Wen
Yu-Shen Liu
Yaru Cao
Pengfei Wan
Wen Zheng
Zhizhong Han
3DPC
344
92
0
18 Feb 2022
Simple Control Baselines for Evaluating Transfer Learning
Simple Control Baselines for Evaluating Transfer Learning
Andrei Atanov
Shijian Xu
Onur Beker
Andrei Filatov
Amir Zamir
SSL
171
1
0
07 Feb 2022
ShapeFormer: Transformer-based Shape Completion via Sparse
  Representation
ShapeFormer: Transformer-based Shape Completion via Sparse RepresentationComputer Vision and Pattern Recognition (CVPR), 2022
Xingguang Yan
Liqiang Lin
Niloy J. Mitra
Dani Lischinski
Daniel Cohen-Or
Hui Huang
ViT
397
149
0
25 Jan 2022
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial ShapesComputer Vision and Pattern Recognition (CVPR), 2022
Rahul Sajnani
A. Poulenard
Jivitesh Jain
Radhika Dua
Leonidas Guibas
Srinath Sridhar
3DPC
174
42
0
19 Jan 2022
POCO: Point Convolution for Surface Reconstruction
POCO: Point Convolution for Surface ReconstructionComputer Vision and Pattern Recognition (CVPR), 2022
Alexandre Boulch
Renaud Marlet
3DPC3DV
371
151
0
05 Jan 2022
BANMo: Building Animatable 3D Neural Models from Many Casual Videos
BANMo: Building Animatable 3D Neural Models from Many Casual VideosComputer Vision and Pattern Recognition (CVPR), 2021
Gengshan Yang
Minh Vo
Natalia Neverova
Deva Ramanan
Andrea Vedaldi
Hanbyul Joo
3DH
370
227
0
23 Dec 2021
Attention-based Transformation from Latent Features to Point Clouds
Attention-based Transformation from Latent Features to Point Clouds
Kaiyi Zhang
Ximing Yang
Yuan Wu
Cheng Jin
3DPC
216
20
0
10 Dec 2021
Representing 3D Shapes with Probabilistic Directed Distance Fields
Representing 3D Shapes with Probabilistic Directed Distance Fields
Tristan Aumentado-Armstrong
Stavros Tsogkas
Sven J. Dickinson
Allan D. Jepson
154
25
0
10 Dec 2021
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D
  Scene Reconstruction
What's Behind the Couch? Directed Ray Distance Functions (DRDF) for 3D Scene Reconstruction
Nilesh Kulkarni
Justin Johnson
David Fouhey
3DV
242
8
0
08 Dec 2021
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud
  Completion
A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion
Zhaoyang Lyu
Zhifeng Kong
Xudong Xu
Liang Pan
Dahua Lin
DiffMBDL
601
151
0
07 Dec 2021
Input-level Inductive Biases for 3D Reconstruction
Input-level Inductive Biases for 3D ReconstructionComputer Vision and Pattern Recognition (CVPR), 2021
Yifan Wang
Carl Doersch
Relja Arandjelović
João Carreira
Andrew Zisserman
3DV
359
32
0
06 Dec 2021
A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in
  Single-View 3D Reconstruction Networks
A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction Networks
Yefan Zhou
Yiru Shen
Yujun Yan
Chen Feng
Yaoqing Yang
86
0
0
30 Nov 2021
Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred
  Objects in Videos
Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in VideosComputer Vision and Pattern Recognition (CVPR), 2021
D. Rozumnyi
Martin R. Oswald
V. Ferrari
Marc Pollefeys
3DHDiffM
247
15
0
29 Nov 2021
Neural Fields as Learnable Kernels for 3D Reconstruction
Neural Fields as Learnable Kernels for 3D ReconstructionComputer Vision and Pattern Recognition (CVPR), 2021
Francis Williams
Zan Gojcic
S. Khamis
Denis Zorin
Joan Bruna
Sanja Fidler
Or Litany
237
79
0
26 Nov 2021
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud
  Completion
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion
Tong Wu
Liang Pan
Junzhe Zhang
Tai Wang
Ziwei Liu
Dahua Lin
404
186
0
24 Nov 2021
Leveraging Geometry for Shape Estimation from a Single RGB Image
Leveraging Geometry for Shape Estimation from a Single RGB ImageBritish Machine Vision Conference (BMVC), 2021
Florian Langer
Ignas Budvytis
R. Cipolla
3DPC
142
6
0
10 Nov 2021
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit
  Representations
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit RepresentationsInternational Conference on 3D Vision (3DV), 2021
Simon Giebenhain
Bastian Goldlücke
3DPC
122
17
0
22 Oct 2021
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding
ABO: Dataset and Benchmarks for Real-World 3D Object UnderstandingComputer Vision and Pattern Recognition (CVPR), 2021
Jasmine Collins
Shubham Goel
Kenan Deng
Achleshwar Luthra
Leon L. Xu
...
T. F. Y. Vicente
T. Dideriksen
H. Arora
M. Guillaumin
Jitendra Malik
848
302
0
12 Oct 2021
Multiresolution Deep Implicit Functions for 3D Shape Representation
Multiresolution Deep Implicit Functions for 3D Shape Representation
Zhang Chen
Yinda Zhang
Kyle Genova
S. Fanello
Sofien Bouaziz
Christian Haene
Ruofei Du
Cem Keskin
Thomas Funkhouser
Danhang Tang
3DV
187
55
0
12 Sep 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories
Wonbong Jang
Lourdes Agapito
202
237
0
03 Sep 2021
Representing Shape Collections with Alignment-Aware Linear Models
Representing Shape Collections with Alignment-Aware Linear Models
Romain Loiseau
Tom Monnier
Mathieu Aubry
Loïc Landrieu
3DPC3DV
167
10
0
03 Sep 2021
X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph
X2Teeth: 3D Teeth Reconstruction from a Single Panoramic RadiographInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Yuan Liang
Weinan Song
Jiawei Yang
Liang Qiu
Kun Wang
Lei He
3DV
128
29
0
30 Aug 2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction
Brandon Leung
Chih-Hui Ho
Nuno Vasconcelos
170
5
0
23 Aug 2021
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval
  from a Single Image
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image
Weicheng Kuo
A. Angelova
Nayeon Lee
Angela Dai
3DV3DPC
214
36
0
20 Aug 2021
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers
Xumin Yu
Yongming Rao
Ziyi Wang
Zuyan Liu
Jiwen Lu
Jie Zhou
ViT
263
546
0
19 Aug 2021
3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces
3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces
Mohsen Yavartanoo
Jaeyoung Chung
Reyhaneh Neshatavar
Kyoung Mu Lee
3DV
196
18
0
19 Aug 2021
Learning Canonical 3D Object Representation for Fine-Grained Recognition
Learning Canonical 3D Object Representation for Fine-Grained RecognitionIEEE International Conference on Computer Vision (ICCV), 2021
Sunghun Joung
Seungryong Kim
Minsu Kim
Ig-Jae Kim
Kwanghoon Sohn
194
14
0
10 Aug 2021
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