The accident occurred around 4:15 a.m. on Federal Street near River Road.
The crash involved three vehicles. The impact caused one car to burst into flames, police say.
A man and a woman were taken by ambulance to Cooper University Hospital.
Both are in serious condition.
Police are trying to determine what caused the crash.