Given a query, search engines retrieve relevant pictures by analyzing the image caption (if it exists), textual descriptions found adjacent to the image, and other text-related factors such as the file name of the image.
since they do not analyze the actual content of the images, search engines cannot be used to retrieve pictures from unannotated collections.