Images should provide alternative text in the the "alt" attribute. This content is used when the image is unavailable, being view in a text only browser or read through a screen reader. Search engines also use this to determine the content of the page, so alternative text should be relevant and contain some keywords if possible.
Webmasters/Site owners Help - Images - google.com