The library subscribes to a couple databases that have a great deal of "authority control," or experts tagging the images accurately. They also insure that you can use the image for educational purposes.
Free Repository of Public Domain Images
This site offer quality images that you can download, and have been tagged with the information you need to for citations.
Search for Images by Creative Commons Licensing