Can you be offsides on your own half of the field?

No. Merely returning to an onside position is not enough.

Once a player is determined to be offside two things must happen to fix it:

1. That player must get back to an onside position

...and...

2. a team-mate must touch the ball, an opponent must control the ball, or the ball must leave play.