During Guillermo del Toro’s recent BD Live chat for the Hellboy II: The Golden Army Blu-ray disc, he was asked a few questions about the two Hobbit films and in one of them, he revealed that filming will begin in 2010 and they “will shoot for about 370 days or so…”
Source: BilboHobbit (via ComingSoon.net)