v1v2 (latest)

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
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 77 22 0 11 Nov 2022
Isomorphic mesh generation from point clouds with multilayer perceptrons Shoko Miyauchi K. Morooka Ryo Kurazume 3DPC 68 1 0 21 Oct 2022
Neural Volumetric Mesh Generator Yang Zheng Lemeng Wu Xingchao Liu Zhe Chen Qiang Liu Qi-Xing Huang DiffM 46 9 0 06 Oct 2022
CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Yi Fang Zhizhong Han 3DPC 142 43 0 06 Oct 2022
NeuralMeshing: Differentiable Meshing of Implicit Neural Representations Mathias Vetsch Sandro Lombardi Marc Pollefeys Martin R. Oswald 55 4 0 05 Oct 2022
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise Zhong Zhuang Taihui Li Hengkang Wang Ju Sun 78 20 0 18 Aug 2022
Minimal Neural Atlas: Parameterizing Complex Surfaces with Minimal Charts and Distortion Weng Fei Low Gim Hee Lee 67 6 0 29 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 104 27 0 18 Jul 2022
Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space Amine Ouasfi A. Boukhayma 3DPC 103 21 0 09 Jul 2022
Theoretical Perspectives on Deep Learning Methods in Inverse Problems Jonathan Scarlett Reinhard Heckel M. Rodrigues Paul Hand Yonina C. Eldar AI4CE 110 32 0 29 Jun 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 77 5 0 14 Jun 2022
Learning Joint Surface Atlases Theo Deprelle Thibault Groueix Noam Aigerman Vladimir G. Kim Mathieu Aubry 3DV 48 3 0 13 Jun 2022
ANISE: Assembly-based Neural Implicit Surface rEconstruction Dmitry Petrov Matheus Gadelha R. Měch E. Kalogerakis 88 14 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 88 68 0 05 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 95 74 0 23 Apr 2022
PU-EVA: An Edge Vector based Approximation Solution for Flexible-scale Point Cloud Upsampling Luqing Luo Lulu Tang Wanyi Zhou Shizheng Wang Zhixin Yang 3DPC 43 34 0 22 Apr 2022
Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors Baorui Ma Yu-Shen Liu Zhizhong Han 99 74 0 22 Apr 2022
Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape Laplacian Jihyun Lee Minhyuk Sung Hyun-jung Kim Tae-Kyun Kim 3DH 64 3 0 29 Mar 2022
Deep Point Cloud Simplification for High-quality Surface Reconstruction Yuanqi Li Jianwei Guo Xinran Yang Shun Liu Jie Guo Xiaopeng Zhang Yanwen Guo 3DPC 123 2 0 17 Mar 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 110 21 0 25 Feb 2022
Learning Smooth Neural Functions via Lipschitz Regularization Hsueh-Ti Derek Liu Francis Williams Alec Jacobson Sanja Fidler Or Litany 97 99 0 16 Feb 2022
A Simple And Effective Filtering Scheme For Improving Neural Fields Yixin Zhuang 47 6 0 31 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 117 130 0 05 Jan 2022
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators Andrew F. Luo Tianqin Li Wenhao Zhang T. Lee GAN 3DV 90 32 0 01 Jan 2022
Early Stopping for Deep Image Prior Hengkang Wang Taihui Li Zhong Zhuang Tiancong Chen Hengyue Liang Ju Sun 98 64 0 11 Dec 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 106 66 0 26 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 230 637 0 22 Nov 2021
Temporally-Consistent Surface Reconstruction using Metrically-Consistent Atlases Jan Bednarík Noam Aigerman Vladimir G. Kim S. Chaudhuri Shaifali Parashar Mathieu Salzmann Pascal Fua 3DPC 52 0 0 12 Nov 2021
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors Taihui Li Yen-Jung Chang Hengyue Liang L. Peng Meiping Huang Ju Sun 69 19 0 23 Oct 2021
Mesh Draping: Parametrization-Free Neural Mesh Transfer Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 3DH AI4CE 66 4 0 11 Oct 2021
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface Reconstruction Zixiong Wang Pengfei Wang Pengshuai Wang Qiujie Dong Junjie Gao Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 91 14 0 09 Sep 2021
Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields Matan Atzmon David Novotny Andrea Vedaldi Y. Lipman AI4CE 59 19 0 19 Aug 2021
Deep Hybrid Self-Prior for Full 3D Mesh Generation Xingkui Wei Zhengqing Chen Yanwei Fu Zhaopeng Cui Yinda Zhang 3DH 3DPC 66 24 0 18 Aug 2021
A Deep Signed Directional Distance Function for Object Shape Representation Ehsan Zobeidi Nikolay Atanasov 3DV 46 13 0 23 Jul 2021
Scalable Surface Reconstruction with Delaunay-Graph Neural Networks Raphael Sulzer Loic Landrieu Renaud Marlet Bruno Vallet 3DV 116 11 0 13 Jul 2021
Deep Mesh Prior: Unsupervised Mesh Restoration using Graph Convolutional Networks Shota Hattori Tatsuya Yatagawa Y. Ohtake Hiromasa Suzuki AI4CE 29 6 0 02 Jul 2021
DiGS : Divergence guided shape implicit neural representation for unoriented point clouds Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Stephen Gould AI4CE 86 69 0 21 Jun 2021
Phase Transitions, Distance Functions, and Implicit Neural Representations Y. Lipman AI4CE 68 39 0 14 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 75 236 0 07 Jun 2021
Orienting Point Clouds with Dipole Propagation G. Metzer Rana Hanocka Denis Zorin Raja Giryes Daniele Panozzo Daniel Cohen-Or 3DPC 88 50 0 04 May 2021
Unsupervised Shape Completion via Deep Prior in the Neural Tangent Kernel Perspective Lei Chu Hao Pan Wenping Wang 3DPC 75 11 0 19 Apr 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements Qianli Ma Shunsuke Saito Jinlong Yang Siyu Tang Michael J. Black 3DH AI4CE 93 97 0 15 Apr 2021
Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases Jan Bednarík Vladimir G. Kim S. Chaudhuri Shaifali Parashar Mathieu Salzmann Pascal Fua Noam Aigerman 70 8 0 14 Apr 2021
Neural Surface Maps Luca Morreale Noam Aigerman Vladimir G. Kim Niloy J. Mitra AI4CE 58 29 0 31 Mar 2021
Variational models for signal processing with Graph Neural Networks A. Azad Julien Rabin A. Elmoataz 3DPC GNN 22 0 0 30 Mar 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction Shilin Liu Haoxiang Guo Hao Pan Peng-Shuai Wang Xin Tong Yang Liu 3DPC 3DV 93 100 0 23 Mar 2021
Modeling 3D Surface Manifolds with a Locally Conditioned Atlas Przemysław Spurek Sebastian Winczowski Maciej Ziȩba Tomasz Trzciñski Kacper Kania Marcin Mazur 107 4 0 11 Feb 2021
Image Restoration by Deep Projected GSURE Shady Abu Hussein Tom Tirer S. Chun Yonina C. Eldar Raja Giryes SupR 69 13 0 04 Feb 2021
Deep Optimized Priors for 3D Shape Modeling and Reconstruction Mingyue Yang Yuxin Wen Weikai Chen Yuxiao Chen Kui Jia 52 32 0 14 Dec 2020
D $^2$ IM-Net: Learning Detail Disentangled Implicit Fields from Single Images Manyi Li Hao Zhang 3DV 89 45 0 11 Dec 2020