Low-rank matrix approximations for Coherent point drift
We test non-rigid Coherent point drift with different low-rank matrix approximations. We designed a clustering-based method of approximating eigenvectors. CPD preprocessing times have been decreased to about one third. Both precision of registration and robustness are sufficient for most applications.
coherent point drift point set registration low-rank approximation nystrm method