Points2Surf: Learning Implicit Surfaces from Point Cloud Patches

20 July 2020

Philipp Erler

Niloy J. Mitra

Papers citing "Points2Surf: Learning Implicit Surfaces from Point Cloud Patches"

44 / 44 papers shown

Title
Sparse Ellipsoidal Radial Basis Function Network for Point Cloud Surface Representation Bobo Lian Dandan Wang Chenjian Wu Minxin Chen 3DPC 36 0 0 05 May 2025
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 52 1 0 04 May 2025
SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes Tianchang Shen Zheng Li Marc Law Matan Atzmon Sanja Fidler James Lucas Jun Gao Nicholas Sharp 3DH 29 3 0 30 Sep 2024
OCMG-Net: Neural Oriented Normal Refinement for Unstructured Point Clouds Yingrui Wu Mingyang Zhao Weize Quan Jian Shi Xiaohong Jia Dong-Ming Yan 3DPC 46 0 0 02 Sep 2024
Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds Shengtao Li G. Gao Yudong Liu M. Gu Yu-Shen Liu 3DPC 43 4 0 18 Jul 2024
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 44 9 0 04 Jul 2024
Anisotropic Gauss Reconstruction for Unoriented Point Clouds Yueji Ma Dong Xiao Zuoqiang Shi Bin Wang 28 1 0 27 May 2024
Refining 3D Point Cloud Normal Estimation via Sample Selection Jun Zhou Yaoshun Li Hongchen Tan Mingjie Wang Nannan Li Xiuping Liu 3DPC 34 0 0 20 May 2024
NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces by Enforcing Zero Gaussian Curvature Qiujie Dong Rui-Xue Xu Pengfei Wang Shuangmin Chen Shiqing Xin Xiaohong Jia Wenping Wang Changhe Tu 3DV 51 2 0 20 Apr 2024
Concise Plane Arrangements for Low-Poly Surface and Volume Modelling Raphael Sulzer Florent Lafarge 20 2 0 09 Apr 2024
LFS-Aware Surface Reconstruction from Unoriented 3D Point Clouds Rao Fu Kai Hormann Pierre Alliez 38 2 0 20 Mar 2024
Accurate Differential Operators for Hybrid Neural Fields Aditya Chetan Guandao Yang Zichen Wang Steve Marschner Bharath Hariharan AI4CE 27 4 0 10 Dec 2023
Mixing-Denoising Generalizable Occupancy Networks Amine Ouasfi A. Boukhayma 3DPC AI4CE 3DV 34 8 0 20 Nov 2023
VoroMesh: Learning Watertight Surface Meshes with Voronoi Diagrams Nissim Maruani Roman Klokov M. Ovsjanikov Pierre Alliez Mathieu Desbrun 3DV 30 17 0 28 Aug 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 36 23 0 02 Jun 2023
Alternately denoising and reconstructing unoriented point sets Dong Xiao Zuoqiang Shi Bin Wang 38 2 0 30 Apr 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 32 28 0 25 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 43 2 0 06 Mar 2023
Laplacian ICP for Progressive Registration of 3D Human Head Meshes Nick E. Pears H. Dai William A. P. Smith Haobo Sun 3DH 27 3 0 04 Feb 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 32 196 0 26 Jan 2023
OReX: Object Reconstruction from Planar Cross-sections Using Neural Fields Haim Sawdayee A. Vaxman Amit H. Bermano 34 6 0 23 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 19 20 0 11 Nov 2022
Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation Dong Xiao Zuoqiang Shi Siyu Li Bailin Deng Bin Wang 27 18 0 30 Sep 2022
Streamable Neural Fields Junwoo Cho Seungtae Nam Daniel Rho J. Ko Eunbyung Park AI4TS 30 17 0 20 Jul 2022
Semi-signed prioritized neural fitting for surface reconstruction from unoriented point clouds Runsong Zhu Di Kang Ka-Hei Hui Yue Qian Shi Qiu Zhen Dong Linchao Bao Pheng-Ann Heng Chi-Wing Fu 3DPC 41 5 0 14 Jun 2022
Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction Qiancheng Fu Qingshan Xu Yew-Soon Ong Wenbing Tao 3DV 89 206 0 31 May 2022
ANISE: Assembly-based Neural Implicit Surface rEconstruction Dmitry Petrov Matheus Gadelha R. Měch E. Kalogerakis 37 12 0 27 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren Kui Jia 3DV 3DPC 29 62 0 05 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 45 72 0 23 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space Evangelos Chatzipantazis Stefanos Pertigkiozoglou Yan Sun Kostas Daniilidis 3DPC 39 30 0 05 Apr 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 27 23 0 31 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 42 19 0 02 Mar 2022
Deep Surface Reconstruction from Point Clouds with Visibility Information Raphael Sulzer Loic Landrieu Alexandre Boulch Renaud Marlet Bruno Vallet 3DV 3DPC 17 9 0 03 Feb 2022
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 33 26 0 31 Jan 2022
ShapeFormer: Transformer-based Shape Completion via Sparse Representation Xingguang Yan Liqiang Lin Niloy J. Mitra Dani Lischinski Daniel Cohen-Or Hui Huang ViT 73 114 0 25 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 34 125 0 05 Jan 2022
Reconstructing Compact Building Models from Point Clouds Using Deep Implicit Fields Zhaiyu Chen H. Ledoux Seyran Khademi Liangliang Nan 3DPC 31 49 0 24 Dec 2021
Joint stereo 3D object detection and implicit surface reconstruction Shichao Li Xijie Huang Zechun Liu Kwang-Ting Cheng 3DV 26 3 0 25 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 71 445 0 10 Nov 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma Kui Jia Lei Zhang 3DPC 21 74 0 08 May 2021
3D Adversarial Attacks Beyond Point Cloud Jinlai Zhang Lyujie Chen Binbin Liu Bojun Ouyang Qizhi Xie Jihong Zhu Weiming Li Yanmei Meng 3DPC 27 38 0 25 Apr 2021
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 28 67 0 19 Apr 2021
Learning Compositional Representation for 4D Captures with Neural ODE Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 27 28 0 15 Mar 2021
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 40 154 0 26 Nov 2020