1. A method for image retrieval, comprising: constructing a plurality of graphs including a first graph for candidate images retrieved based upon holistic features of a query image and a second graph for candidate images retrieved based upon local features of the query image, wherein constructing includes weighting connected images based upon a Jaccard similarity coefficient; fusing the plurality of graphs to provide a fused graph; and ranking, using a processor, candidate images of the fused graph to provide retrieval results of the query image.