1. A method for use in automated recognition of a media item, the method comprising: accessing a template that comprises multiple segmentation maps that each is associated with one of multiple classes to which the media item might belong; and for each of the multiple classes: applying the segmentation map to an image of the media item to extract a feature set for the image; and analyzing the feature set and assessing whether the media item belongs to the class.