Derek Marshall, also known as Laidlaw, was last seen around 10.30am on Saturday in the Muirhead area of the Kingdom.
At that time, the 40-year old suggested to a member of the public that he planned to walk to Dundee.
On Tuesday, Police Scotland confirmed he had been traced safe and well.
They thanked everyone who shared their social media appeal.