1. A method of searching through a collection of images, comprising: (a) providing a list of individuals of interest and features associated with such individuals; (b) detecting people in the collection images; (c) determining the likelihood(s) for each listed individual of appearing in each collection image in response to the detected people and the features associated with the listed individuals; and (d) selecting in response to the determined likelihood(s) a subset of one or more collection images such that at least two individuals from the list appear in the selected number of collection images.