Police said a Peugeot 307 crashed into a parked Toyota Celica on Castleford Road at around 6.15am.
The impact of the crash forced the Toyota onto the pavement and it collided with a man. He was taken to Pinderfields Hospital with minor neck and back injuries.
The driver of the car was uninjured.