Train 1154, with 700 passengers aboard, was headed from Suffern, N.Y., to Hoboken.
NJ Transit spokeswoman Courtney Carroll says the passengers were transferred to two trains to continue their trip.
The incident caused delays of up to 60 minutes on the Bergen Line.
The person's name has not been released.