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Police were called after suspected illegal immigrants were seen climbing out of the back of a lorry.
But when officers arrived the four photographed men were gone.
They were snapped on Saturday and were believed to be at a lorry park.
Kent Police spokesman Steve Knight said: “Kent Police was called at 4.41pm on Saturday 22 ,April to a report that suspected migrants had been seen exiting the back of a lorry in Coombe Valley Road, Dover.
“Officers attended and carried out a search of the local area but were unable to locate the people in question.”
The image shows one man leaving from the rear of the truck, another men standing on a fence and two others on the pavement with a bag.
The slanted image, taken from a car, caused a stir on social media.
A woman eyewitness did not want to be named but told the Mercury: “As I came down Coombe Valley Road I saw them climbing out of the lorry and they then made their way to St Radigund’s.”
She also said: “Please tell me I’m not the only person worried to see this happening right on my doorstep.”