Long-depressed commodity prices are set to finally head higher for two key reasons, Marc Faber, the publisher of the Gloom, Boom & Doom report, told CNBC.

It all boiled down to the need for infrastructure, said Faber, who is also known as Dr. Doom for his usually pessimistic views.