1. A method for identifying feature points comprising: (a) receiving an image; (b) calculating a feature measure indicative of a feature point for a plurality of pixels of said image; (c) calculating a statistical measure with respect to one of said plurality of pixels; (d) based upon said statistical measure determining a threshold; (e) determining whether said one of said plurality of pixels is a said feature point based upon said threshold and said feature measure.