Surface-Centric Modeling for High-Fidelity Generalizable Neural Surface Reconstruction

5 September 2024

Shihe Shen

Ronggang Wang

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Papers citing "Surface-Centric Modeling for High-Fidelity Generalizable Neural Surface Reconstruction"

25 / 25 papers shown

Title
NeuSG: Neural Implicit Surface Reconstruction with 3D Gaussian Splatting Guidance Hanlin Chen Chen Li Gim Hee Lee Gim Hee Lee 3DGS 142 83 0 01 Dec 2023
SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering Antoine Guédon Vincent Lepetit 3DGS 66 367 0 21 Nov 2023
Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction Tong Wu Jiaqi Wang Xingang Pan Xudong Xu Christian Theobalt Ziwei Liu Dahua Lin 110 101 0 26 Aug 2022
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details Yiqun Wang Ivan Skorokhodov Peter Wonka 78 130 0 15 Jun 2022
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views Xiaoxiao Long Chu-Hsing Lin Peng Wang Taku Komura Wenping Wang 3DGS 96 187 0 12 Jun 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 132 465 0 01 Jun 2022
RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering Di Chang Aljaz Bozic Tong Zhang Qingsong Yan Yingcong Chen Sabine Süsstrunk Matthias Nießner 3DV 100 55 0 08 Mar 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 347 4,054 0 16 Jan 2022
GeoNeRF: Generalizing NeRF with Geometry Priors Mohammad Mahdi Johari Y. Lepoittevin Franccois Fleuret 109 206 0 26 Nov 2021
Learning Signed Distance Field for Multi-view Surface Reconstruction Jingyang Zhang Yao Yao Long Quan 3DV 81 98 0 23 Aug 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 125 1,739 0 20 Jun 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 122 752 0 20 Apr 2021
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo Anpei Chen Zexiang Xu Fuqiang Zhao Xiaoshuai Zhang Fanbo Xiang Jingyi Yu Hao Su 152 803 0 29 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 125 1,989 0 24 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering Qianqian Wang Zhicheng Wang Kyle Genova Pratul P. Srinivasan Howard Zhou Jonathan T. Barron Ricardo Martín Brualla Noah Snavely Thomas Funkhouser 3DV 113 795 0 25 Feb 2021
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 184 1,749 0 03 Dec 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 135 863 0 24 Feb 2020
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 82 1,000 0 16 Dec 2019
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 145 724 0 13 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 571 42,677 0 03 Dec 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 113 299 0 17 May 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 135 3,709 0 16 Jan 2019
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 128 1,221 0 07 Apr 2018
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 491 22,158 0 09 Dec 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014