The Digital Image Rights Computator is a tool to determine if an image is in the public domain and may be helpful to you.
You might try to contact the website where the image was found.
I would suggest that you limit use of images to those in the public domain. Sites like are the most fool proof.
Public Domain Images is another example.
You can also search the Creative Commons for images with licenses that allow educational use.