The method presented by <cite>Aletras and Stevenson (2013)</cite> selects an image from a small set of candidates by re-ranking them using an unsupervised graph-based method. Thus the scope of <cite>this method</cite> gets limited to solving a local problem of re-ordering a small set of candidate images for a given topic.