Story highlights A car and train collide in Baltimore

Both occupants of the car were killed

No one on the train was injured

The transit administration says the car went around a lowered gate arm

A car and train collided Tuesday morning in Baltimore, leaving two people dead, police said.

The MARC commuter train with about 20 passengers crashed into a SUV with two people inside, Baltimore police Detective Jeremy Silbert said.

One occupant died on the scene; the other was transported to the hospital and died. No one was injured on the train, police said.

Authorities will look for surveillance videos as part of the investigation, Silbert said.