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Learning Free-Form Deformations for 3D Object Reconstruction

Learning Free-Form Deformations for 3D Object Reconstruction

29 March 2018
Dominic Jack
J. K. Pontes
Sridha Sridharan
Clinton Fookes
S. Shirazi
Frederic Maire
Anders P. Eriksson
    3DPC
ArXiv (abs)PDFHTML

Papers citing "Learning Free-Form Deformations for 3D Object Reconstruction"

45 / 45 papers shown
Is Single-View Mesh Reconstruction Ready for Robotics?
Is Single-View Mesh Reconstruction Ready for Robotics?
Frederik Nolte
Andreas Geiger
Bernhard Schölkopf
Ingmar Posner
446
2
0
23 May 2025
PokeFlex: Towards a Real-World Dataset of Deformable Objects for Robotic
  Manipulation
PokeFlex: Towards a Real-World Dataset of Deformable Objects for Robotic Manipulation
Jan Obrist
Miguel Zamora
Hehui Zheng
Juan Zarate
Robert K. Katzschmann
Stelian Coros
235
2
0
25 Sep 2024
IE-NeRF: Inpainting Enhanced Neural Radiance Fields in the Wild
IE-NeRF: Inpainting Enhanced Neural Radiance Fields in the Wild
Shuaixian Wang
Haoran Xu
Yaokun Li
Jiwei Chen
Guang Tan
286
5
0
15 Jul 2024
KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and
  Deformation
KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and DeformationComputer Vision and Pattern Recognition (CVPR), 2024
Ruida Zhang
Chenyangguang Zhang
Yan Di
Fabian Manhardt
Xingyu Liu
Federico Tombari
Xiangyang Ji
3DPC
358
3
0
15 Mar 2024
360-GS: Layout-guided Panoramic Gaussian Splatting For Indoor Roaming
360-GS: Layout-guided Panoramic Gaussian Splatting For Indoor Roaming
Jia-Xuan Bai
Le-Tong Huang
Jie Guo
Wen Gong
Yuanqi Li
Yanwen Guo
3DGS
182
30
0
01 Feb 2024
ShapeMatcher: Self-Supervised Joint Shape Canonicalization,
  Segmentation, Retrieval and Deformation
ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and Deformation
Yan Di
Chenyangguang Zhang
Chaowei Wang
Ruida Zhang
Guangyao Zhai
Yanyan Li
Bowen Fu
Xiangyang Ji
Shan Gao
3DPC
292
7
0
18 Nov 2023
OptCtrlPoints: Finding the Optimal Control Points for Biharmonic 3D
  Shape Deformation
OptCtrlPoints: Finding the Optimal Control Points for Biharmonic 3D Shape Deformation
Kunho Kim
Mikaela Angelina Uy
Despoina Paschalidou
Alec Jacobson
Leonidas Guibas
Minhyuk Sung
245
2
0
22 Sep 2023
U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point
  Clouds
U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point CloudsIEEE International Conference on Computer Vision (ICCV), 2023
Yan Di
Chenyang Zhang
Ruida Zhang
Fabian Manhardt
Yongzhi Su
J. Rambach
D. Stricker
Xiang Ji
F. Tombari
3DPC
203
13
0
11 Aug 2023
3Deformer: A Common Framework for Image-Guided Mesh Deformation
3Deformer: A Common Framework for Image-Guided Mesh Deformation
Hao Su
Xuefeng Liu
Jianwei Niu
Ji Wan
Xinghao Wu
171
0
0
19 Jul 2023
Self-NeRF: A Self-Training Pipeline for Few-Shot Neural Radiance Fields
Self-NeRF: A Self-Training Pipeline for Few-Shot Neural Radiance Fields
Jia-Xuan Bai
Le-Tong Huang
Wenyi Gong
Jie Guo
Yanwen Guo
160
5
0
10 Mar 2023
What Makes for Automatic Reconstruction of Pulmonary Segments
What Makes for Automatic Reconstruction of Pulmonary SegmentsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Kaiming Kuang
Li Zhang
Jingyuan Li
Hongwei Bran Li
Jiajun Chen
Bo Du
Jiancheng Yang
327
11
0
07 Jul 2022
Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape
  Laplacian
Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape LaplacianComputer Vision and Pattern Recognition (CVPR), 2022
Jihyun Lee
Minhyuk Sung
Hyun-jung Kim
Tae-Kyun Kim
3DH
209
3
0
29 Mar 2022
Towards Self-Supervised Category-Level Object Pose and Size Estimation
Towards Self-Supervised Category-Level Object Pose and Size Estimation
Yisheng He
Haoqiang Fan
Haibin Huang
Qifeng Chen
Jian Sun
194
18
0
06 Mar 2022
Learnable Triangulation for Deep Learning-based 3D Reconstruction of
  Objects of Arbitrary Topology from Single RGB Images
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images
Tarek Ben Charrada
Hedi Tabia
A. Chetouani
Hamid Laga
3DV
124
0
0
24 Sep 2021
Unsupervised Dense Deformation Embedding Network for Template-Free Shape
  Correspondence
Unsupervised Dense Deformation Embedding Network for Template-Free Shape CorrespondenceIEEE International Conference on Computer Vision (ICCV), 2021
Ronghan Chen
Yang Cong
Jiahua Dong
3DPC
152
4
0
26 Aug 2021
Learning Free-Form Deformation for 3D Face Reconstruction from
  In-The-Wild Images
Learning Free-Form Deformation for 3D Face Reconstruction from In-The-Wild ImagesIEEE International Conference on Systems, Man and Cybernetics (SMC), 2021
Harim Jung
Myeong-Seok Oh
Seong-Whan Lee
3DH
242
12
0
31 May 2021
D-OccNet: Detailed 3D Reconstruction Using Cross-Domain Learning
D-OccNet: Detailed 3D Reconstruction Using Cross-Domain Learning
Minhaj Uddin Ansari
Talha Bilal
Naeem Akhter
3DV
150
1
0
28 Apr 2021
DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with
  Biharmonic Coordinates
DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic CoordinatesComputer Vision and Pattern Recognition (CVPR), 2021
Minghua Liu
Minhyuk Sung
R. Měch
Hao Su
3DH
159
40
0
18 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
247
50
0
19 Jan 2021
Deep Generative Model for Efficient 3D Airfoil Parameterization and
  Generation
Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation
Wei Chen
Arun Ramamurthy
132
30
0
07 Jan 2021
DeformSyncNet: Deformation Transfer via Synchronized Shape Deformation
  Spaces
DeformSyncNet: Deformation Transfer via Synchronized Shape Deformation SpacesACM Transactions on Graphics (TOG), 2020
Minhyuk Sung
Zhenyu Jiang
Panos Achlioptas
Niloy J. Mitra
Leonidas Guibas
3DPC
148
10
0
03 Sep 2020
3D Shape Reconstruction from Vision and Touch
3D Shape Reconstruction from Vision and TouchNeural Information Processing Systems (NeurIPS), 2020
Edward James Smith
Roberto Calandra
Adriana Romero
Georgia Gkioxari
David Meger
Jitendra Malik
M. Drozdzal
318
82
0
07 Jul 2020
MetaSDF: Meta-learning Signed Distance Functions
MetaSDF: Meta-learning Signed Distance Functions
Vincent Sitzmann
E. R. Chan
Richard Tucker
Noah Snavely
Gordon Wetzstein
179
271
0
17 Jun 2020
3D Reconstruction of Novel Object Shapes from Single Images
3D Reconstruction of Novel Object Shapes from Single ImagesInternational Conference on 3D Vision (3DV), 2020
Anh Thai
Stefan Stojanov
V. Upadhya
James M. Rehg
3DV
347
33
0
14 Jun 2020
Equivariant Neural Rendering
Equivariant Neural RenderingInternational Conference on Machine Learning (ICML), 2020
Emilien Dupont
Miguel Angel Bautista
Alex Colburn
Aditya Sankar
Carlos Guestrin
J. Susskind
Qi Shan
3DH
205
67
0
13 Jun 2020
MeshODE: A Robust and Scalable Framework for Mesh Deformation
MeshODE: A Robust and Scalable Framework for Mesh Deformation
Jingwei Huang
C. Jiang
Baiqiang Leng
Bin Wang
Leonidas Guibas
170
8
0
23 May 2020
Deformation-Aware 3D Model Embedding and Retrieval
Deformation-Aware 3D Model Embedding and RetrievalEuropean Conference on Computer Vision (ECCV), 2020
Mikaela Angelina Uy
Jingwei Huang
Minhyuk Sung
Tolga Birdal
Leonidas Guibas
3DPC
188
44
0
02 Apr 2020
Semantic Implicit Neural Scene Representations With Semi-Supervised
  Training
Semantic Implicit Neural Scene Representations With Semi-Supervised Training
Amit Kohli
Vincent Sitzmann
Gordon Wetzstein
3DPC
185
14
0
28 Mar 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration
  Networks (DRNs)
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs)Applied Sciences (Appl. Sci.), 2020
Victor Villena-Martinez
Sergiu Oprea
Marcelo Saval-Calvo
J. Azorín-López
Andrés Fuster-Guilló
Robert B. Fisher
210
36
0
06 Mar 2020
Neural Cages for Detail-Preserving 3D Deformations
Neural Cages for Detail-Preserving 3D DeformationsComputer Vision and Pattern Recognition (CVPR), 2019
Yifan Wang
Noam Aigerman
Vladimir G. Kim
S. Chaudhuri
O. Sorkine-Hornung
3DH
246
155
0
13 Dec 2019
StructEdit: Learning Structural Shape Variations
StructEdit: Learning Structural Shape VariationsComputer Vision and Pattern Recognition (CVPR), 2019
Kaichun Mo
Paul Guerrero
L. Yi
Hao Su
Peter Wonka
Niloy Mitra
Leonidas Guibas
3DPC
187
46
0
25 Nov 2019
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes
PQ-NET: A Generative Part Seq2Seq Network for 3D ShapesComputer Vision and Pattern Recognition (CVPR), 2019
Rundi Wu
Yixin Zhuang
Kai Xu
Hao Zhang
Baoquan Chen
3DPC3DV
403
185
0
25 Nov 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh
SDM-NET: Deep Generative Network for Structured Deformable Mesh
Lin Gao
Jie Yang
Tong Wu
Yu-Jie Yuan
Hongbo Fu
Yu-Kun Lai
Hao Zhang
3DV
267
212
0
13 Aug 2019
DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning
  Proxies
DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning ProxiesInternational Conference on 3D Vision (3DV), 2019
Soshi Shimada
Vladislav Golyanik
E. Tretschk
D. Stricker
Christian Theobalt
3DPC
171
26
0
24 Jul 2019
DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D
  Lung Models from Single-View Projections by Deep Deformation Network
DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation NetworkIEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019
Yifan Wang
Z. Zhong
Jing Hua
113
58
0
22 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D
  Reconstruction
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction
Fangqiao Hu
Jin Zhao
Yong Huang
Hui Li
3DV
141
9
0
08 Jul 2019
Learning Part Generation and Assembly for Structure-aware Shape
  Synthesis
Learning Part Generation and Assembly for Structure-aware Shape SynthesisAAAI Conference on Artificial Intelligence (AAAI), 2019
Jun Li
Chengjie Niu
Kai Xu
3DPC
254
82
0
16 Jun 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the
  Deep Learning Era
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning EraIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Xian-Feng Han
Hamid Laga
Bennamoun
3DV
248
393
0
15 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural
  Scene Representations
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene RepresentationsNeural Information Processing Systems (NeurIPS), 2019
Vincent Sitzmann
Michael Zollhoefer
Gordon Wetzstein
3DPC3DV
477
1,351
0
04 Jun 2019
DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects
DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming ObjectsEuropean Conference on Computer Vision (ECCV), 2019
E. Tretschk
A. Tewari
Michael Zollhöfer
Vladislav Golyanik
Christian Theobalt
AI4CE3DV
148
44
0
24 May 2019
Transformable Bottleneck Networks
Transformable Bottleneck Networks
Kyle Olszewski
Sergey Tulyakov
Oliver J. Woodford
Hao Li
Linjie Luo
428
79
0
13 Apr 2019
3DN: 3D Deformation Network
3DN: 3D Deformation Network
Weiyue Wang
Duygu Ceylan
R. Měch
Ulrich Neumann
3DPC
149
135
0
08 Mar 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded ObjectsInternational Conference on Machine Learning (ICML), 2019
Edward James Smith
Scott Fujimoto
Adriana Romero
David Meger
156
96
0
31 Jan 2019
DeepVoxels: Learning Persistent 3D Feature Embeddings
DeepVoxels: Learning Persistent 3D Feature Embeddings
Vincent Sitzmann
Justus Thies
Felix Heide
Matthias Nießner
Gordon Wetzstein
Michael Zollhöfer
SSL3DPCMDE
503
713
0
03 Dec 2018
PointGrow: Autoregressively Learned Point Cloud Generation with
  Self-Attention
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention
Yongbin Sun
Yue Wang
Ziwei Liu
J. Siegel
Sanjay E. Sarma
3DPC
252
215
0
12 Oct 2018
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