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Surface Reconstruction from Point Clouds: A Survey and a Benchmark

Surface Reconstruction from Point Clouds: A Survey and a Benchmark

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
5 May 2022
Zhangjin Huang
Yuxin Wen
Zihao Wang
Jinjuan Ren
Kui Jia
    3DV3DPC
ArXiv (abs)PDFHTML

Papers citing "Surface Reconstruction from Point Clouds: A Survey and a Benchmark"

40 / 40 papers shown
HeartFormer: Semantic-Aware Dual-Structure Transformers for 3D Four-Chamber Cardiac Point Cloud Reconstruction
HeartFormer: Semantic-Aware Dual-Structure Transformers for 3D Four-Chamber Cardiac Point Cloud Reconstruction
Zhengda Ma
Abhirup Banerjee
ViTMedIm3DPC
296
0
0
29 Nov 2025
Rethinking Metrics and Diffusion Architecture for 3D Point Cloud Generation
Rethinking Metrics and Diffusion Architecture for 3D Point Cloud Generation
Matteo Bastico
David Ryckelynck
Laurent Corté
Yannick Tillier
Etienne Decencière
414
1
0
07 Nov 2025
Three-dimensional narrow volume reconstruction method with unconditional stability based on a phase-field Lagrange multiplier approach
Three-dimensional narrow volume reconstruction method with unconditional stability based on a phase-field Lagrange multiplier approach
Renjun Gao
Xiangjie Kong
Dongting Cai
Boyi Fu
Junxiang Yang
105
0
0
01 Nov 2025
Graph-based Point Cloud Surface Reconstruction using B-Splines
Graph-based Point Cloud Surface Reconstruction using B-Splines
Stuti Pathak
Rhys G. Evans
Gunther Steenackers
R. Penne
3DPC
123
0
0
19 Sep 2025
Object Pose Estimation through Dexterous Touch
Object Pose Estimation through Dexterous Touch
A. Shahidzadeh
Jiyue Zhu
Kezhou Chen
Sha Yi
Cornelia Fermüller
Yiannis Aloimonos
Xiaolong Wang
208
0
0
16 Sep 2025
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
Dynamic Triangulation-Based Graph Rewiring for Graph Neural Networks
Hugo Attali
Thomas Papastergiou
Nathalie Pernelle
Fragkiskos D. Malliaros
AI4CE
179
0
0
26 Aug 2025
Deep Learning For Point Cloud Denoising: A Survey
Deep Learning For Point Cloud Denoising: A Survey
Chengwei Zhang
Xueyi Zhang
Mingrui Lao
Tao Jiang
Xinhao Xu
W. Li
Fubo Zhang
Longyong Chen
3DPC
229
2
0
16 Aug 2025
Mesh Processing Non-Meshes via Neural Displacement Fields
Mesh Processing Non-Meshes via Neural Displacement Fields
Yuta Noma
Zhecheng Wang
Chenxi Liu
Karan Singh
Alec Jacobson
AI4CE
146
0
0
16 Aug 2025
Dual Recursive Feedback on Generation and Appearance Latents for Pose-Robust Text-to-Image Diffusion
Dual Recursive Feedback on Generation and Appearance Latents for Pose-Robust Text-to-Image Diffusion
Jiwon Kim
Pureum Kim
SeonHwa Kim
S. Park
Eunju Cha
Kyong Hwan Jin
186
0
0
13 Aug 2025
Is Single-View Mesh Reconstruction Ready for Robotics?
Is Single-View Mesh Reconstruction Ready for Robotics?
Frederik Nolte
Andreas Geiger
Bernhard Schölkopf
Ingmar Posner
542
3
0
23 May 2025
Incorporating Inductive Biases to Energy-based Generative Models
Incorporating Inductive Biases to Energy-based Generative Models
Yukun Li
Li-Ping Liu
523
1
0
02 May 2025
ARMOR: Adaptive Meshing with Reinforcement Optimization for Real-time 3D Monitoring in Unexposed Scenes
ARMOR: Adaptive Meshing with Reinforcement Optimization for Real-time 3D Monitoring in Unexposed Scenes
Yizhe Zhang
Jianping Li
Xin Zhao
Fuxun Liang
Z. Dong
Bisheng Yang
AI4CE
376
1
0
28 Apr 2025
Parametric Point Cloud Completion for Polygonal Surface Reconstruction
Parametric Point Cloud Completion for Polygonal Surface ReconstructionComputer Vision and Pattern Recognition (CVPR), 2025
Zhaiyu Chen
Yuqing Wang
Liangliang Nan
Xiao Xiang Zhu
269
8
0
11 Mar 2025
Cutting-edge 3D reconstruction solutions for underwater coral reef images: A review and comparison
Cutting-edge 3D reconstruction solutions for underwater coral reef images: A review and comparisonIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2025
J. Zhong
Ming Li
Armin Gruen
Konrad Schindler
Xuan Liao
Qinghua Guo
434
1
0
27 Feb 2025
Procedural Generation of 3D Maize Plant Architecture from LIDAR Data
Procedural Generation of 3D Maize Plant Architecture from LIDAR DataComputers and Electronics in Agriculture (CEA), 2025
Mozhgan Hadadi
Mehdi Saraeian
Jackson Godbersen
Talukder Zaki Jubery
Yawei Li
...
Aditya Balu
Soumik Sarkar
P. Schnable
Adarsh Krishnamurthy
Baskar Ganapathysubramanian
308
1
0
21 Jan 2025
Immersive Human-in-the-Loop Control: Real-Time 3D Surface Meshing and
  Physics Simulation
Immersive Human-in-the-Loop Control: Real-Time 3D Surface Meshing and Physics SimulationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Sait Akturk
Justin Valentine
Junaid Ahmad
Martin Jagersand
AI4CE
273
1
0
18 Dec 2024
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud
  Processing
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud ProcessingComputer Vision and Pattern Recognition (CVPR), 2024
Feifei Shao
Ping Liu
Zhao Wang
Yawei Luo
Hongwei Wang
Jun Xiao
3DPC
364
3
0
25 Nov 2024
Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds
Monge-Ampere Regularization for Learning Arbitrary Shapes from Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Chuanxiang Yang
Yuanfeng Zhou
Guangshun Wei
Long Ma
Xianqiang Lyu
Yuan Liu
Wenping Wang
517
2
0
24 Oct 2024
3D Reconstruction with Fast Dipole Sums
3D Reconstruction with Fast Dipole Sums
Hanyu Chen
Bailey Miller
Ioannis Gkioulekas
305
14
0
27 May 2024
Fast and Globally Consistent Normal Orientation based on the Winding
  Number Normal Consistency
Fast and Globally Consistent Normal Orientation based on the Winding Number Normal Consistency
Siyou Lin
Zuoqiang Shi
Yebin Liu
320
21
0
26 May 2024
What Foundation Models can Bring for Robot Learning in Manipulation : A Survey
What Foundation Models can Bring for Robot Learning in Manipulation : A Survey
Dingzhe Li
Yixiang Jin
A. Yong
Yong A
Hongze Yu
...
Huaping Liu
Gang Hua
F. Sun
Jianwei Zhang
Bin Fang
AI4CELM&Ro
983
28
0
28 Apr 2024
LFS-Aware Surface Reconstruction from Unoriented 3D Point Clouds
LFS-Aware Surface Reconstruction from Unoriented 3D Point Clouds
Rao Fu
Kai Hormann
Pierre Alliez
315
7
0
20 Mar 2024
PoNQ: a Neural QEM-based Mesh Representation
PoNQ: a Neural QEM-based Mesh Representation
Nissim Maruani
M. Ovsjanikov
Pierre Alliez
Mathieu Desbrun
262
13
0
19 Mar 2024
LISR: Learning Linear 3D Implicit Surface Representation Using Compactly
  Supported Radial Basis Functions
LISR: Learning Linear 3D Implicit Surface Representation Using Compactly Supported Radial Basis FunctionsAAAI Conference on Artificial Intelligence (AAAI), 2024
Atharva Pandey
Vishal Yadav
Rajendra Nagar
Santanu Chaudhury
387
0
0
11 Feb 2024
Winding Clearness for Differentiable Point Cloud Optimization
Winding Clearness for Differentiable Point Cloud OptimizationComputer-Aided Design (CAD), 2024
Dong Xiao
Yueji Ma
Zuoqiang Shi
Shiqing Xin
Wenping Wang
Bailin Deng
Bin Wang
3DPC
340
1
0
24 Jan 2024
Learning Polynomial Representations of Physical Objects with Application
  to Certifying Correct Packing Configurations
Learning Polynomial Representations of Physical Objects with Application to Certifying Correct Packing Configurations
Morgan Jones
160
0
0
11 Dec 2023
PRS: Sharp Feature Priors for Resolution-Free Surface Remeshing
PRS: Sharp Feature Priors for Resolution-Free Surface Remeshing
Natalia Soboleva
Olga Gorbunova
Maria Ivanova
Evgeny Burnaev
Matthias Nießner
Denis Zorin
Alexey Artemov
162
1
0
30 Nov 2023
P2CADNet: An End-to-End Reconstruction Network for Parametric 3D CAD
  Model from Point Clouds
P2CADNet: An End-to-End Reconstruction Network for Parametric 3D CAD Model from Point Clouds
Zhihao Zong
Fazhi He
Rubin Fan
Yuxin Liu
3DV3DPC
146
1
0
04 Oct 2023
Neural-Singular-Hessian: Implicit Neural Representation of Unoriented
  Point Clouds by Enforcing Singular Hessian
Neural-Singular-Hessian: Implicit Neural Representation of Unoriented Point Clouds by Enforcing Singular HessianACM Transactions on Graphics (TOG), 2023
Zixiong Wang
Yunxiao Zhang
Rui-Xue Xu
Fan Zhang
Pengshuai Wang
Shuangmin Chen
Shiqing Xin
Wenping Wang
Changhe Tu
326
49
0
04 Sep 2023
Implicit neural representation for change detection
Implicit neural representation for change detectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Peter Naylor
Diego Di Carlo
Arianna Traviglia
Makoto Yamada
M. Fiorucci
3DPC
249
1
0
28 Jul 2023
Principal subbundles for dimension reduction
Principal subbundles for dimension reduction
M. Akhøj
J. Benn
E. Grong
Stefan Sommer
Xavier Pennec
210
1
0
06 Jul 2023
Alternately denoising and reconstructing unoriented point sets
Alternately denoising and reconstructing unoriented point setsComputers & graphics (CG), 2023
Dong Xiao
Zuoqiang Shi
Bin Wang
371
2
0
30 Apr 2023
Globally Consistent Normal Orientation for Point Clouds by Regularizing
  the Winding-Number Field
Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-Number FieldACM Transactions on Graphics (TOG), 2023
Rui-Xue Xu
Bushi Liu
Ningna Wang
Shiqing Xin
Shuangmin Chen
Mingyan Jiang
X. Guo
Wenping Wang
Changhe Tu
236
92
0
23 Apr 2023
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids
VisCo Grids: Surface Reconstruction with Viscosity and Coarea GridsNeural Information Processing Systems (NeurIPS), 2023
Albert Pumarola
A. Sanakoyeu
Lior Yariv
Ali K. Thabet
Y. Lipman
AI4CE
273
26
0
25 Mar 2023
HelixSurf: A Robust and Efficient Neural Implicit Surface Learning of
  Indoor Scenes with Iterative Intertwined Regularization
HelixSurf: A Robust and Efficient Neural Implicit Surface Learning of Indoor Scenes with Iterative Intertwined RegularizationComputer Vision and Pattern Recognition (CVPR), 2023
Zhihao Liang
Zhangjin Huang
Changxing Ding
Kui Jia
251
26
0
28 Feb 2023
A Survey and Benchmark of Automatic Surface Reconstruction from Point
  Clouds
A Survey and Benchmark of Automatic Surface Reconstruction from Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Raphael Sulzer
Renaud Marlet
Bruno Vallet
Loic Landrieu
3DPC
382
41
0
31 Jan 2023
Point normal orientation and surface reconstruction by incorporating
  isovalue constraints to Poisson equation
Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equationComputer Aided Geometric Design (CAGD), 2022
Dong Xiao
Zuoqiang Shi
Siyu Li
Bailin Deng
Bin Wang
367
25
0
30 Sep 2022
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for
  Surface Reconstruction
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface ReconstructionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Zixiong Wang
Pengfei Wang
Pengshuai Wang
Qiujie Dong
Junjie Gao
Shuangmin Chen
Shiqing Xin
Changhe Tu
Wenping Wang
464
26
0
09 Sep 2021
Implicit Functions in Feature Space for 3D Shape Reconstruction and
  Completion
Implicit Functions in Feature Space for 3D Shape Reconstruction and CompletionComputer Vision and Pattern Recognition (CVPR), 2020
Julian Chibane
Thiemo Alldieck
Gerard Pons-Moll
3DPC
693
552
0
03 Mar 2020
SAL: Sign Agnostic Learning of Shapes from Raw Data
SAL: Sign Agnostic Learning of Shapes from Raw DataComputer Vision and Pattern Recognition (CVPR), 2019
Matan Atzmon
Y. Lipman
3DPCFedML
701
582
0
23 Nov 2019
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