Do motorcycle riders ever wear protective gear?

Besides a helmet. I'm talking about riding a dual sport or sport bike in town or on the highway. Do they ever wear protective gear like this? http://www.amazon.com/Motorcycle-Protect...

Or would I look like a fool?
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