It happened Tuesday night in Los Angeles.
Police say the paparazzo was hit by a vehicle after taking photos of the white Ferrari on Sepulveda Boulevard.
California Highway Police say the car was stopped by police in the same area earlier in the day.
Authorities say Bieber was not in the car at the time of the traffic stop.
Emergency crews rushed the photographer to a local hospital where he later died.