Diagram of the proposed MRF for image reranking. Each image in the original list is associated to a node in the MRF. We incorporate in the model the position of the document in the original list, the similarity of images to the query and the similarity among images. Single node information is incorporated through the potential (dashed lines), while contextual information is introduced via the potential (solid lines).