When searching, select "Commercial" from the list of filters in the left sidebar. This should present you with results available for commercial use, and you'll likely need to attribute them to the author.
Also, you can double check the licenses by visiting each individual photo page. On the right in the licensing area, their will be a link titled "Some Rights Reserved". Click that link and you'll have the clearest explanation of use for that image.