They certainly do look like truffles! I think you need a dog or a pig for positive ID. I do know they grow underground,must be dug up so they are not seen from just walking around in the woods looking around and they are found at the bases of oak trees. People use dogs or pigs to find them because they are underground and are recognizable by their smell.
http://truffleoils.com/
