I too am having this issue. I also tried charging the phone while its off to no avail... I am sure its a charging port issue. The funny thing is, I took my s3 in to the provider and they are currently replacing the charging port, yet, i took my wife's s3 instead on an international trip, and its doing the same thing now..
Sooo frustrating...