bcpd_nonrigid.py does not consider local shapes.

The program published by Hirose, the inventor of the BCPD algorithm, deforms the point cloud based on the local and global shapes. 
https://github.com/ohirose/bcpd 
However, probreg's BCPD (bcpd_nonrigid.py) seems to just fit the point cloud regardless of the shape. 
Is this an initial value issue? Or is it an algorithmic problem?