Measurement and characterization in vision geometry

We discuss measurement of properties in digitized images. We give an overview of the most accurate as well as practical feature estimation methods, particularly of geometry measurement on straight lines and circular arcs. The theory offered here gives an upper bound to the accuracy of measurement and characterization of any figure due to digitization.