6. One or more computer readable storage devices comprising computer executable instructions that, when executed by a computer processor, direct the computer processor to perform operations including: receiving a query including an image; automatically collecting at least one visually similar image to the included image and text from a file containing the visually similar image, the text being in a proximity of the visually similar image within the file; determining a name of an entity in the included image based on the collecting; and outputting the name of the entity.
6. One or more computer readable storage devices comprising computer executable instructions that, when executed by a computer processor, direct the computer processor to perform operations including: receiving a query including an image; automatically collecting at least one visually similar image to the included image and text from a file containing the visually similar image, the text being in a proximity of the visually similar image within the file; determining a name of an entity in the included image based on the collecting; and outputting the name of the entity. 12. The one or more computer readable storage devices of claim 6 , further comprising computing a correlation between a name in the accumulated text and the included image.