1. A method of detecting an anatomical primitive in an image volume, the method comprising: detecting a plurality of tranformationally invariant points (TIPs) in the volume; aligning the volume using the TIPs; detecting a plurality of landmark points in the aligned volume that are indicative of a given anatomical object; and fitting a target geometric primitive as the anatomical primitive using the detected landmark points, wherein the method is performed by a processor.