论文链接:Drost et al. Model Globally, Match Locally: Efficient and Robust 3D Object Recognition. CVPR, 2010.
Model Globally, Match Locally 论文名字用 4 个词高度总结了 PPF 算法的精髓:“整体建模,局部匹配”。
下面这张图反应了论文的基本思想(算法概要):
一、整体建模
首先定义两个词:scene 和 model ,scene 是我们测得的真实场景(点云),model 是物体的真实模型(点云)。
Both the scene and the model are represented as a finite set of oriented points, where a normal is associated with each point.
符号表示: