The Los Angeles Police Department released surveillance video that they believe shows the driver, but authorities have been unable to identify the driver.
Eyewitnesses say a woman was behind the wheel and say she had a long ponytail. The SUV is described as a black or dark blue, with tan trim around the lower body and stock wheels.
If you have any information about this case, you are urged to call the LAPD at 1-877-LAPD-24-7.
CNS contributed to this report.