5. The system of claim 1 including an annotation component that provides the image relevance of a target image to words; for each query, identifies the image relevance of the most relevant words to the target image; projects the image relevance of the target image into the similarity space; and selects queries that are close to the image as being relevant to the target image.
6. The system of claim 5 wherein an annotation for the target image is generated from the selected queries.