Emergency services were called to Town Hall Street at around 6.10am to reports of a crash.
A West Yorkshire Police spokesman said the man driving the car had suffered serious injuries.
The road was closed until around 11am while accident investigators worked at the scene.
Now officers want to hear from anyone who witnessed the collision.
Contact police on 101, quoting reference 466 of August 27.