1. A method for extracting a region of interest from a digital image, the method comprising: from a set of training images, each training image in the set having a respective identified region of interest, identifying a subset of the training images, based on a measure of similarity between the digital image and the images in the set of training images; and extracting a region of interest for the digital image based on the identified regions of interest in the subset of training images.