Patent 7756341 was granted and assigned to Xerox on July, 2010 by the United States Patent and Trademark Office.
Generic visual categorization methods complement a general vocabulary with adapted vocabularies that are class specific. Images to be categorized are characterized within different categories through a histogram indicating whether the image is better described by the general vocabulary or the class-specific adapted vocabulary.