1. A method for identifying areas in a document image, the method comprising: generating binarized and gradient images based on the document image; and performing a classification operation to classify each area in the document image into a class based on attributes computed on the binarized and gradient images; wherein the class comprises at least one of a picture area, a text area and a noise area.