1. An automatic method for classifying crystals of iron oxides comprising: acquiring images of an iron ore, wherein the acquired images comprise a bright field image (BF) and one or more polarized light image in reflection mode; and processing and analyzing the acquired images, wherein the processing and analyzing of the acquired images comprises a synthetic step followed by an analytic step.