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3D Point Cloud Processing

介绍

本仓库收集了一些个人学习的点云处理算法代码,主要包含:

  • 传统点云处理算法
  • 基于深度学习的点云处理

目录

  • week1:点云PCA分析,体素滤波
  • week2:Kd-tree,Octree
  • week3:聚类算法(K-Means/GMM/SpectralCluster)
  • week4:KITTI激光点云处理(地面点云估计、点云聚类)
  • week5:PointNet点云分类
  • week6:3D目标检测及精度评估
  • week7:3D特征点提取
  • week8:3D特征描述