Surface Reconstruction Based on B-Spline Curve in PCL
Published in
3 min readMay 27, 2024
This code run a B-spline fiting algorithm on a point cloud Q to obtain a smooth, parametric surfacere presentation.
Steps:
The B-spline surface is initialized using principal component analysis (PCA). This assumes that the poircloud has two main directions, i.e. it is roughly planar.
Refinement and fitting of B-spline surfaces
Cyclic initialization of the B-spline curve. Here, we assume that the point cloud is compact. i.e. there areno separate galaxy clusters.