The radial basis function is extremely crucial. In fact I found the parameters of the Gaussian to be extremely important. If the standard deviation was too small, you get lots of little warpy circles. If the standard deviation is too big you don't get enough distortion. It wasn't always clear what the value should be and generally took a few passes in order to get it right. The thin plate splines performed much better, and always gave a reasonable amount of bending.