With the advancement in 3D scanning technology, there has been a surge of interest use point clouds science and engineering. To facilitate computations analyses clouds, prior works have considered parameterizing them onto some simple planar domains with fixed boundary shape such as unit circle or rectangle. However, geometry may lead to undesirable distortion parameterization. It is therefore m...