The victim is Gae Sum Park, 81, of Los Angeles.
Authorities said the woman was hit by a late 1990s Toyota 4-Runner that is light in color. It was last seen heading southbound on Harvard Boulevard.
Anyone with information is urged to call police at (877) 527-3247.
City News Service contributed to this report.