Function estimate_normals

Source
pub fn estimate_normals(
    cloud: &PointCloud<Point3f>,
    k: usize,
) -> Result<PointCloud<NormalPoint3f>>
Expand description

Estimate normals for a point cloud using k-nearest neighbors

This function computes surface normals for each point in the cloud by:

  1. Finding k nearest neighbors for each point
  2. Computing the normal using Principal Component Analysis (PCA)
  3. The normal is the eigenvector corresponding to the smallest eigenvalue

§Arguments

  • cloud - Mutable reference to the point cloud
  • k - Number of nearest neighbors to use (typically 10-30)

§Returns

  • Result<PointCloud<NormalPoint3f>> - A new point cloud with normals