surface-reconstruction 开源项目推荐（146 个）

Anttwo /SuGaR

[CVPR 2024] SuGaR的官方PyTorch实现：表面对齐高斯Splatting，实现高效的3D网格重建和高质量网格渲染

hbb1 /2d-gaussian-splatting

[SIGGRAPH'24] 用于几何精确辐射场的 2D Gaussian Splatting

autonomousvision /sdfstudio

表面重建的统一框架

GAP-LAB-CUHK-SZ /gaustudio

A Modular Framework for 3D Gaussian Splatting and Beyond

Linketic /CityGaussian

[ECCV`24&ICLR`25] CityGaussian Series for High-quality Large-Scale Scene Reconstruction with Gaussians

zju3dv /PGSR

[TVCG2024] PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction

simonfuhrmann /mve

The Multi-View Environment: End-to-end image-based reconstruction (SfM, MVS, surface reconstruction)

autonomousvision /gaussian-opacity-fields

[SIGGRAPH Asia'24 & TOG] Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded Scenes

hhoppe /Mesh-processing-library

发表于ACM SIGGRAPH（1992-2003）中的C++库和演示网格处理研究的程序

autonomousvision /convolutional_occupancy_networks

[ECCV'20] Convolutional Occupancy Networks

LiangliangNan /PolyFit

Polygonal Surface Reconstruction from Point Clouds (C++ & Python)

hjwdzh /ManifoldPlus

ManifoldPlus: A Robust and Scalable Watertight Manifold Surface Generation Method for Triangle Soups

edin45 /simple_photogrammetry_gui

该项目在 GitHub 上没有填写描述

autonomousvision /shape_as_points

[NeurIPS'21]点形：可微泊松求解器

autonomousvision /monosdf

[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction

Anttwo /MILo

[SIGGRAPH Asia 2025 - TOG] Official implementation of MILo: Mesh-In-the-Loop Gaussian Splatting for Detailed and Efficient Surface Reconstruction

eidelen /DicomToMesh

一个命令行工具，可以将DICOM体积转换为3D表面网格（obj、stl 或 ply）。可以启用多种网格处理程序，如网格简化、平滑或清洁。支持Linux、OSX和Windows。

ErlerPhilipp /points2surf

Learning Implicit Surfaces from Point Clouds (ECCV 2020)

NVlabs /intrinsic3d

Intrinsic3D - High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting (ICCV 2017)

PRBonn /puma

Poisson Surface Reconstruction for LiDAR Odometry and Mapping