Answer
Click on the Desktop Background first. From the Apple menu, choose Force Quit. Choose the offending application and click Force Quit.
Alternatively, you can use the key command 'apple + option + esc' to produce the Force Quit dialog.
Note: These instructions assume you are using Mac OS 10.5 or higher. Locations, labels, and behaviors may differ in other versions of the OS.