Yes, absolutely. The web is no different from any other publishing medium.
Virtually anything you can see will have been created by someone and they will automatically own the copyright. They do not need to make a copyright statement, copyright is implicit. So you should start from the assumption that everything is copyright unless and until you can establish otherwise.