1. A computer-implemented method, comprising: identifying i) a person from an image and ii) biographical information associated with the person from the image; determining a biographical classification based on the biographical information associated with the person from the image; performing a similarity search for images based on the person of the image; in response to the similarity search, identifying a plurality of images of one or more other persons that are similar in appearance to the person from the image; filtering the identified plurality of images based on the biographical classification to identify a subset of the plurality of images; and providing search results based on the subset of the plurality of images.