Looney announced his retirement from the NFL on Wednesday, Michael Elsen of the Giants' official site reports.
Looney signed a deal with the Giants over the weekend, but he opted to retire after going through a couple days of practice. The 30-year-old appeared in 104 games (42 starts) over his nine-year career with the Cowboys, 49ers and Titans.