1. A method of characterizing an image comprising: obtaining a first image of an object; and characterizing, via execution of machine readable instructions in a processor, the first image via: detecting within the first image a plurality of interest points; and building a local image feature descriptor for each interest point, including mapping information about the respective interest points according to at least circular distribution information.