Yes you can delete a campaign by hovering over the campaign you wish to delete, through the Actions column, click the Delete icon. You will receive another prompt to confirm your deletion.
Disclaimer: Deleting a campaign does not affect existing sales and callbacks made within the campaign. However, it will unassign any User(s) / Team(s) that are currently on the campaign.