A person was spotted "running across the tracks" at Hartlebury Railway Station.
A commuter reported seeing the man run from one platform to the other as an "oncoming train" was approaching.
The commuter said: "The train was sounding its horn. We were held for a moment.
"He got kicked off the train."
West Midlands Railway confirmed the man was taken to a place of safety.
A spokesperson for West Midlands Railway said: "A train service at Hartlebury was subject to minor delays due to a trespass incident on the railway line this morning.
"The individual was taken to a place of safety and the service resumed shortly after."
A spokesperson for the British Transport Police said: "We were called at 11.46am today (Thursday, September 17) to reports of a person walking on the tracks at Hartlebury railway station.
"A man was located by officers and given words of advice."
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