Stay off of it as much as possible and only hunt it when conditions are right and timing is right...which would be the 1st week of bow season and for 3 weeks or so during the rut.
I've got a small tract I own next to my house I used to have trouble seeing deer after the first week of bow season...even during the rut. I put in a lot of time hunting it and keeping cameras out. It just seemed the harder I hunted, the less I saw.
I now will only bow hunt it early on a few times and then don't even set foot on it until mid January. Most of the land around me is hunted pretty heavily and now by January I normally have at least a couple mature bucks living here that were not here before season. I see probably twice as many deer now (especially bucks), even though I'm only spending about 20% of the time hunting this tract than I once did. Also, I generally now either kill or have a chance to kill at least one 4 to 6 yr old buck on this place a year. In Jan 2013 I killed a 7 1/2 yr old 8 pt that taped out at 129 3/8. This is in Baldwin County and was a huge deer for this area.
Bottom line is in order to reduce human presence you have to reduce human presence.