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Deep Geometric Prior for Surface Reconstruction

27 November 2018

Claudio Silva

Joan Bruna

Papers citing "Deep Geometric Prior for Surface Reconstruction"

50 / 130 papers shown

Title
Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation Takeshi Noda C. L. P. Chen Junsheng Zhou Weiqi Zhang Yu-Shen Liu Zhizhong Han 3DPC 107 3 0 31 Mar 2025
GenVDM: Generating Vector Displacement Maps From a Single Image Yuezhi Yang Qimin Chen Vladimir G. Kim S. Chaudhuri Qixing Huang Zheyu Chen 3DGS VGen 56 1 0 01 Mar 2025
Procedural Generation of 3D Maize Plant Architecture from LIDAR Data Mozhgan Hadadi Mehdi Saraeian Jackson Godbersen Talukder Zaki Jubery Yawei Li ... Aditya Balu Soumik Sarkar P. Schnable Adarsh Krishnamurthy Baskar Ganapathysubramanian 79 1 0 21 Jan 2025
Point Cloud to Mesh Reconstruction: A Focus on Key Learning-Based Paradigms Fatima Zahra Iguenfer Achraf Hsain Hiba Amissa Yousra Chtouki 3DV 3DPC 159 0 0 14 Dec 2024
Spatially-Adaptive Hash Encodings For Neural Surface Reconstruction Thomas Walker Octave Mariotti A. Vaxman Hakan Bilen 154 1 0 06 Dec 2024
NumGrad-Pull: Numerical Gradient Guided Tri-plane Representation for Surface Reconstruction from Point Clouds Ruikai Cui S. Qiu Jiawei Liu Saeed Anwar Nick Barnes 3DPC 117 0 0 26 Nov 2024
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step Takeshi Noda C. L. P. Chen Weiqi Zhang Xinhai Liu Yuhang Liu Zhizhong Han 3DPC 117 8 0 02 Nov 2024
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors C. L. P. Chen Yu-Shen Liu Zhizhong Han 103 4 0 25 Oct 2024
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set Wenyuan Zhang Yu-Shen Liu Zhizhong Han 3DGS 93 17 0 18 Oct 2024
Local Surface Parameterizations via Geodesic Splines A. Madan David I. W. Levin 52 0 0 08 Oct 2024
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries Amine Ouasfi A. Boukhayma 75 4 0 27 Aug 2024
An Object is Worth 64x64 Pixels: Generating 3D Object via Image Diffusion Xingguang Yan Han-Hung Lee Bo Liu Angel X. Chang 78 16 0 06 Aug 2024
Neural Octahedral Field: Octahedral prior for simultaneous smoothing and sharp edge regularization Gareth Seneque Tao Yu 66 0 0 01 Aug 2024
WindPoly: Polygonal Mesh Reconstruction via Winding Numbers Xin He Chenlei Lv Pengdi Huang Hui Huang 71 0 0 27 Jul 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 111 4 0 18 Jul 2024
Highway Networks for Improved Surface Reconstruction: The Role of Residuals and Weight Updates A. Noorizadegan Y. C. Hon D. Young C. S. Chen 3DV 30 0 0 11 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 115 10 0 04 Jul 2024
Self-Supervised Dual Contouring Ramanathan Sundararaman Roman Klokov M. Ovsjanikov 91 1 0 28 May 2024
MidSurfer: A Parameter-Free Approach for Mid-Surface Extraction from Segmented Volumetric Data Eva Boneš Dawar Khan Ciril Bohak B. Barad D. Grotjahn Ivan Viola T. Theußl 49 0 0 07 Apr 2024
Unsupervised Occupancy Learning from Sparse Point Cloud Amine Ouasfi A. Boukhayma 97 14 0 03 Apr 2024
PPSURF: Combining Patches and Point Convolutions for Detailed Surface Reconstruction Philipp Erler Lizeth J. Fuentes Perez Pedro Hermosilla Paul Guerrero Renato Pajarola Michael Wimmer 3DPC 79 1 0 16 Jan 2024
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 90 5 0 12 Dec 2023
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model Amine Ouasfi A. Boukhayma 3DPC OOD 76 9 0 21 Nov 2023
Mixing-Denoising Generalizable Occupancy Networks Amine Ouasfi A. Boukhayma 3DPC AI4CE 3DV 89 8 0 20 Nov 2023
Registered and Segmented Deformable Object Reconstruction from a Single View Point Cloud P. Henrich B. Gyenes Paul Maria Scheikl Gerhard Neumann F. Mathis-Ullrich 63 5 0 13 Nov 2023
Parameterization-driven Neural Surface Reconstruction for Object-oriented Editing in Neural Rendering Baixin Xu Jiangbei Hu Fei Hou Kwan-Yee Lin Wayne Wu Chen Qian Ying He 3DH 56 2 0 09 Oct 2023
Neural Stochastic Screened Poisson Reconstruction Silvia Sellán Alec Jacobson 3DV 77 7 0 21 Sep 2023
Neural Parametric Surfaces for Shape Modeling Lei Yang Yongqing Liang Xuzhao Li Congyi Zhang Guying Lin Alla Sheffer Scott Schaefer John Keyser Wenping Wang 69 6 0 18 Sep 2023
Neural-Singular-Hessian: Implicit Neural Representation of Unoriented Point Clouds by Enforcing Singular Hessian Zixiong Wang Yunxiao Zhang Rui-Xue Xu Fan Zhang Pengshuai Wang Shuangmin Chen Shiqing Xin Wenping Wang Changhe Tu 102 23 0 04 Sep 2023
Neural Vector Fields: Generalizing Distance Vector Fields by Codebooks and Zero-Curl Regularization Xianghui Yang Guosheng Lin Zhenghao Chen Luping Zhou 103 2 0 04 Sep 2023
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision Jianning Li Zongwei Zhou Jiancheng Yang Antonio Pepe Christina Schwarz-Gsaxner ... B. Puladi Pascal Fua Alan Yuille Jens Kleesiek Jan Egger MedIm 3DH 136 35 0 30 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 270 31 0 27 Aug 2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 73 12 0 25 Aug 2023
Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Zhizhong Han 109 38 0 22 Aug 2023
Patch-Wise Point Cloud Generation: A Divide-and-Conquer Approach Cheng Wen Baosheng Yu Rao Fu Dacheng Tao 3DPC 72 1 0 22 Jul 2023
Synthesizing realistic sand assemblies with denoising diffusion in latent space Nikolaos N. Vlassis WaiChing Sun K. Alshibli R. Regueiro DiffM 55 6 0 07 Jun 2023
Explicit Neural Surfaces: Learning Continuous Geometry With Deformation Fields Thomas Walker Octave Mariotti A. Vaxman Hakan Bilen 46 10 0 05 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 95 23 0 02 Jun 2023
Neural Kernel Surface Reconstruction Jiahui Huang Zan Gojcic Matan Atzmon Or Litany Sanja Fidler Francis Williams 3DV 102 74 0 31 May 2023
Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment Baorui Ma Junsheng Zhou Yu-Shen Liu Zhizhong Han FedML 93 42 0 19 May 2023
Learning Self-Prior for Mesh Inpainting Using Self-Supervised Graph Convolutional Networks Shota Hattori Tatsuya Yatagawa Y. Ohtake H. Suzuki SSL AI4CE 3DPC 90 1 0 01 May 2023
SCoDA: Domain Adaptive Shape Completion for Real Scans Yushuang Wu Zizheng Yan Ce Chen Lai Wei Xiao Li Guanbin Li Yihao Li Shuguang Cui Xiaoguang Han 58 11 0 20 Apr 2023
SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes K. Cherenkova Elona Dupont Anis Kacem Ilya Arzhannikov Gleb Gusev Djamila Aouada 3DPC 81 15 0 13 Apr 2023
VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids Albert Pumarola A. Sanakoyeu Lior Yariv Ali K. Thabet Y. Lipman AI4CE 82 22 0 25 Mar 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 105 29 0 25 Mar 2023
Parametric Surface Constrained Upsampler Network for Point Cloud Pingping Cai Zhenyao Wu Xinyi Wu Song Wang 3DPC 66 5 0 14 Mar 2023
Controllable Mesh Generation Through Sparse Latent Point Diffusion Models Zhaoyang Lyu Jinyi Wang Yuwei An Ya Zhang Dahua Lin Bo Dai DiffM 120 37 0 14 Mar 2023
Neural Vector Fields: Implicit Representation by Explicit Learning Xianghui Yang Guosheng Lin Zhenghao Chen Luping Zhou AI4CE 90 18 0 08 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 125 3 0 06 Mar 2023
D $^2$ CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts Fenggen Yu Qimin Chen Maham Tanveer Ali Mahdavi Amiri Hao Zhang 3DPC 109 29 0 27 Jan 2023