PointCloud
- Registration
- Surface Reconstruction
Follow
- Yochengliu/awesome-point-cloud-analysis: A list of papers and datasets about point cloud analysis (processing) (github.com)
- zhulf0804/3D-PointCloud: Papers and Datasets about Point Cloud. (github.com)
- XuyangBai/awesome-point-cloud-registration: A curated list of point cloud registration. (github.com)
Point Cloud Registration
Review
- A comprehensive survey on point cloud registration. (readpaper.com)
- 深度学习刚性点云配准前沿进展 (cjig.cn)
- 点云拼接注册 (geometryhub.net)
Old Method Library：
- Probreg is a library that implements point cloud registration algorithms with probablistic model.
- PCL: Point Cloud Library
neka-nat/probreg: Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD) (github.com) > Point Cloud Library | The Point Cloud Library (PCL) is a standalone, large scale, open project for 2D/3D image and point cloud processing. (pointclouds.org)
Greedy Grid Search
DavidBoja/greedy-grid-search: [BMVC 2022 workshop] Greedy Grid Search: A 3D Registration Baseline (github.com)
DavidBoja/FAUST-partial: [BMVC 2022 workshop] 3D registration benchmark dataset FAUST-partial (github.com)
SGHR
GeoTransformer
Fusion of cross-view images
3D Reconstruction through Fusion of Cross-View Images (readpaper.com)
多张卫星图片配准
PointCloud Surface Reconstruction
MeshSet — PyMeshLab documentation
Use pymeshlab to screened Poisson surface construction
NKSR
nv-tlabs/NKSR: [CVPR 2023 Highlight] Neural Kernel Surface Reconstruction (github.com)
FlexiCubes
Flexible Isosurface Extraction for Gradient-Based Mesh Optimization (FlexiCubes) (nvidia.com)
DualMesh-UDF
Surface Extraction from Neural Unsigned Distance Fields (cong-yi.github.io)