wherein f is the depth image, and fx, fy, fxy, fx2 , and
fy2 are its corresponding first and second order derivations
at location (x, y). Having obtained these two curvature
measures for each depth point the HK-classification method
[3] is used to determine the type of the surface that this
given point belongs to. The conditions given in Table I have
been used for this purpose.