The incident took place last Sunday afternoon on Pitkin Avenue in East New York.
Video shows an unidentified man walking calmly and suddenly without hesitation pulls out a gun and shoots into a parked car.
Police say a 31-year-old woman in the passenger seat suffered two gunshot wounds to her arm.
EMS responded to the location and transported her to Brookdale Hospital where she was treated and released.