SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views

12 June 2022

Xiaoxiao Long

Chu-Hsing Lin

Peng Wang

Taku Komura

Wenping Wang

3DGS

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Papers citing "SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views"

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Title
Sparfels: Fast Reconstruction from Sparse Unposed Imagery Shubhendu Jena Amine Ouasfi Mae Younes A. Boukhayma 3DGS 48 1 0 04 May 2025
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting Shubhendu Jena Shishir Reddy Vutukur A. Boukhayma 3DGS 44 1 0 04 May 2025
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields Zhengqin Li Dilin Wang Ka Chen Zhaoyang Lv Thu Nguyen-Phuoc ... Yufeng Zhu Carl S. Marshall Yufeng Ren Richard A. Newcombe Zhao Dong 3DV 83 0 0 28 Apr 2025
R-Meshfusion: Reinforcement Learning Powered Sparse-View Mesh Reconstruction with Diffusion Priors Haoyang Wang Liming Liu Peiheng Wang Junlin Hao Jiangkai Wu Xinggong Zhang 26 0 0 16 Apr 2025
DM-OSVP++: One-Shot View Planning Using 3D Diffusion Models for Active RGB-Based Object Reconstruction Sicong Pan Liren Jin Xuying Huang C. Stachniss Marija Popović Maren Bennewitz 39 0 0 16 Apr 2025
High-fidelity 3D Object Generation from Single Image with RGBN-Volume Gaussian Reconstruction Model Yiyang Shen Kun Zhou He-Nan Wang Y. Yang Tianjia Shao 3DGS 37 0 0 02 Apr 2025
Preference-Driven Active 3D Scene Representation for Robotic Inspection in Nuclear Decommissioning Zhen Meng Kan Chen Xiangmin Xu Erwin Jose Lopez Pulgarin Emma Li Philip Guodong Zhao David Flynn 33 0 0 02 Apr 2025
GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion Li-Heng Chen Zi-Xin Zou Chang Liu Tianjiao Jing Yan-Pei Cao Shi-Sheng Huang Hongbo Fu Hua Huang DiffM 45 0 0 28 Mar 2025
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction Wenyuan Zhang Yixiao Yang Han Huang Liang Han Kanle Shi Yu-Shen Liu Zhizhong Han MDE 55 3 0 24 Mar 2025
3D Gaussian Splatting against Moving Objects for High-Fidelity Street Scene Reconstruction Peizhen Zheng Longfei Wei Dongjing Jiang Jianfei Zhang 3DGS 51 0 0 15 Mar 2025
WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images Yansong Guo Jie Hu Yansong Qu Liujuan Cao 3DGS 116 0 0 11 Mar 2025
PE3R: Perception-Efficient 3D Reconstruction Jie Hu Shizun Wang Xinchao Wang 61 0 0 10 Mar 2025
NeuGrasp: Generalizable Neural Surface Reconstruction with Background Priors for Material-Agnostic Object Grasp Detection Qingyu Fan Yinghao Cai C. Li Wenzhe He Xudong Zheng Tao Lu Bin Liang Shuo Wang ViT 53 0 0 05 Mar 2025
Structurally Disentangled Feature Fields Distillation for 3D Understanding and Editing Yoel Levy David Shavin Itai Lang Sagie Benaim 83 0 0 21 Feb 2025
3D-Adapter: Geometry-Consistent Multi-View Diffusion for High-Quality 3D Generation Hansheng Chen Bokui Shen Yulin Liu Ruoxi Shi Linqi Zhou Connor Z. Lin Jiayuan Gu H. Su Gordon Wetzstein Leonidas J. Guibas 94 1 0 21 Feb 2025
FLARE: Feed-forward Geometry, Appearance and Camera Estimation from Uncalibrated Sparse Views Shangzhan Zhang Jianyuan Wang Yinghao Xu Nan Xue Christian Rupprecht Xiaowei Zhou Yujun Shen Gordon Wetzstein 108 7 0 17 Feb 2025
Neural Radiance Fields for the Real World: A Survey Wenhui Xiao Remi Chierchia Rodrigo Santa Cruz Xuesong Li David Ahmedt-Aristizabal Olivier Salvado Clinton Fookes Léo Lebrat AI4CE 74 0 0 22 Jan 2025
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface Representation Xiaoyun Zheng Liwei Liao Jianbo Jiao Feng Gao Ronggang Wang 80 6 0 20 Jan 2025
FatesGS: Fast and Accurate Sparse-View Surface Reconstruction using Gaussian Splatting with Depth-Feature Consistency Han Huang Yulun Wu Chao Deng G. Gao M. Gu Yu-Shen Liu 3DGS 3DV 46 2 0 08 Jan 2025
SolidGS: Consolidating Gaussian Surfel Splatting for Sparse-View Surface Reconstruction Zhuowen Shen Yuan Liu Zhang Chen Zhong Li Jiepeng Wang ... Jingdong Zhang Yi Tian Xu Scott Schaefer Xin Li Wenping Wang 3DGS 86 0 0 19 Dec 2024
Representing Long Volumetric Video with Temporal Gaussian Hierarchy Zhen Xu Yinghao Xu Zhiyuan Yu Sida Peng Jiaming Sun Hujun Bao Xiaowei Zhou 3DGS 71 7 0 12 Dec 2024
CRAYM: Neural Field Optimization via Camera RAY Matching Liqiang Lin Wenpeng Wu Chi-Wing Fu Hao Zhang Hui Huang 67 1 0 02 Dec 2024
Geometry Field Splatting with Gaussian Surfels Kaiwen Jiang Venkataram Sivaram Cheng Peng R. Ramamoorthi 76 1 0 26 Nov 2024
DiHuR: Diffusion-Guided Generalizable Human Reconstruction Jinnan Chen Chen Li G. Lee 3DH 141 1 0 16 Nov 2024
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors Xi Liu Chaoyi Zhou Siyu Huang 3DGS 18 19 0 21 Oct 2024
MCGS: Multiview Consistency Enhancement for Sparse-View 3D Gaussian Radiance Fields Yuru Xiao Deming Zhai Wenbo Zhao Kui Jiang Junjun Jiang Xianming Liu 3DGS 25 0 0 15 Oct 2024
G3R: Gradient Guided Generalizable Reconstruction Yun Chen Jingkang Wang Ze Yang S. Manivasagam R. Urtasun 34 9 0 28 Sep 2024
PISR: Polarimetric Neural Implicit Surface Reconstruction for Textureless and Specular Objects Guangcheng Chen Yicheng He Li He Hong Zhang 26 3 0 22 Sep 2024
Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion Models Haibo Yang Yang Chen Yingwei Pan Ting Yao Zhineng Chen Chong-Wah Ngo Tao Mei VGen 28 8 0 11 Sep 2024
Rethinking Directional Parameterization in Neural Implicit Surface Reconstruction Zijie Jiang Tianhan Xu Hiroharu Kato AI4CE 26 1 0 11 Sep 2024
Surface-Centric Modeling for High-Fidelity Generalizable Neural Surface Reconstruction Rui Peng Shihe Shen K. Xiong Huachen Gao Jianbo Jiao Xiaodong Gu Ronggang Wang 3DV 19 1 0 05 Sep 2024
Spurfies: Sparse Surface Reconstruction using Local Geometry Priors Kevin Raj Christopher Wewer Raza Yunus Eddy Ilg J. E. Lenssen 19 1 0 29 Aug 2024
GeoTransfer : Generalizable Few-Shot Multi-View Reconstruction via Transfer Learning Shubhendu Jena Franck Multon A. Boukhayma 32 2 0 27 Aug 2024
Splatt3R: Zero-shot Gaussian Splatting from Uncalibrated Image Pairs Brandon Smart Chuanxia Zheng Iro Laina V. Prisacariu 3DGS 26 30 0 25 Aug 2024
Large Point-to-Gaussian Model for Image-to-3D Generation Longfei Lu Huachen Gao Tao Dai Yaohua Zha Zhi Hou Junta Wu Shu-Tao Xia 3DGS DiffM 26 4 0 20 Aug 2024
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model Minghua Liu Chong Zeng Xinyue Wei Ruoxi Shi Linghao Chen ... Zhaoning Wang Xiaoshuai Zhang Isabella Liu Hongzhi Wu Hao Su 67 24 0 19 Aug 2024
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views Chao Xu Ang Li Linghao Chen Yulin Liu Ruoxi Shi Hao Su Minghua Liu 3DGS 42 21 0 19 Aug 2024
$R^2$ -Mesh: Reinforcement Learning Powered Mesh Reconstruction via Geometry and Appearance Refinement Haoyang Wang Liming Liu Quanlu Jia Jiangkai Wu Haodan Zhang Peiheng Wang Xinggong Zhang 56 0 0 19 Aug 2024
HIVE: HIerarchical Volume Encoding for Neural Implicit Surface Reconstruction Xiaodong Gu Weihao Yuan Heng Li Zilong Dong Ping Tan 34 1 0 03 Aug 2024
Learning Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors Wenyuan Zhang Kanle Shi Yu-Shen Liu Zhizhong Han 35 9 0 23 Jul 2024
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization Mae Younes Amine Ouasfi A. Boukhayma 3DV 33 9 0 19 Jul 2024
InfoNorm: Mutual Information Shaping of Normals for Sparse-View Reconstruction Xulong Wang Siyan Dong Youyi Zheng Yanchao Yang 46 1 0 17 Jul 2024
VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving Yibo Liu Zheyuan Yang Guile Wu Y. Ren Kejian Lin Bingbing Liu Yang Liu Jinjun Shan 31 5 0 09 Jul 2024
RaNeuS: Ray-adaptive Neural Surface Reconstruction Yida Wang D. Tan Nassir Navab F. Tombari 31 2 0 14 Jun 2024
NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images Yufei Han Heng Guo Koki Fukai Hiroaki Santo Boxin Shi Fumio Okura Zhanyu Ma Yunpeng Jia 49 6 0 11 Jun 2024
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling Xuanyu Yi Zike Wu Qiuhong Shen Qingshan Xu Pan Zhou Joo-Hwee Lim Shuicheng Yan Xinchao Wang Hanwang Zhang 57 12 0 10 Jun 2024
Normal-guided Detail-Preserving Neural Implicit Function for High-Fidelity 3D Surface Reconstruction Aarya Patel Hamid Laga Ojaswa Sharma 43 1 0 07 Jun 2024
Neural Surface Reconstruction from Sparse Views Using Epipolar Geometry Kaichen Zhou 25 6 0 06 Jun 2024
GenS: Generalizable Neural Surface Reconstruction from Multi-View Images Rui Peng Xiaodong Gu Luyang Tang Shihe Shen F. Yu Ronggang Wang 3DGS 3DV 33 12 0 04 Jun 2024
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets Longwen Zhang Ziyu Wang Qixuan Zhang Qiwei Qiu Anqi Pang Haoran Jiang Wei Yang Lan Xu Jingyi Yu DiffM AI4CE VGen 26 115 0 30 May 2024