3D学习资源

Computer Graphics Research Software

包含大量文章及开源库
http://www.dgp.toronto.edu/~rms/links.html

PCL

https://www.cnblogs.com/li-yao7758258/p/6441763.html
https://pointclouds.org/

VTK

https://www.jianshu.com/p/df6e3e299dfa
https://blog.csdn.net/www_doling_net/article/details/8763686

Vedo

https://vedo.embl.es/autodocs/content/vedo/mesh.html
https://vedo.embl.es/#quick_start

Open3D

http://www.open3d.org/docs/release/tutorial/geometry/pointcloud.html

3D Point Label tool

https://www.cnblogs.com/xiaxuexiaoab/p/15250486.html
https://blog.csdn.net/weixin_41668948/article/details/109845323
point_labeler
labelCloud：标注点云3D框
supervisely
Stray scenes
iDet3D

OpenGL

https://learnopengl-cn.github.io/
https://learnopengl.com/Getting-started/Shaders

Vulkan

https://geek-docs.com/vulkan/vulkan-tutorial/vulkan-tutorial-index.html

AGG

轮廓转图像
https://github.com/ghaerr/agg-2.6

embree3

Intel开发的光线追踪
https://github.com/embree/embree

TriMesh2

https://github.com/Forceflow/trimesh2

体素转Mesh

Marching Cube(简称MC)
Dual Contouring of Hermite Data(简称DC)
《Dual Contouring of Hermite Data》
《Robust Repair of Polygonal Models》
https://github.com/nickgildea/fast_dual_contouring

LDNI(Layered Depth-Normal Images)

https://arxiv.org/abs/1009.0794

binvox: https://www.patrickmin.com/binvox/

点云采样方法

• A linear algorithm for generating random numbers with a given distribution.（1991）
  按照面积决定mesh上每个面片采样点
• Farthest point sampling
  最远点采样
• poisson disk sampling（泊松盘采样）
  https://rodolphe-vaillant.fr/entry/37/source-code-for-poisson-disk-sampling-of-a-triangle-mesh
  http://devmag.org.za/2009/05/03/poisson-disk-sampling/
• LOP
  Parameterization-free projection for geometry reconstruction.pdf
  Consolidation of Unorganized Point Clouds for Surface Reconstruction.pdf
  https://github.com/xiandenis/WLOP/blob/main/include/WLOP.h

Geometry

一个常见几何处理博客
https://rodolphe-vaillant.fr/category/geometry

Mesh Boolean

《interactive and robust mesh booleans》: https://arxiv.org/abs/2205.14151
《EMBER：Exact Mesh Boolean via Efficient & Robust Local Arrangements》
manifold库：https://github.com/elalish/manifold/tree/master
Trimesh库：https://trimesh.org/