Officers were called to the subway to the rear of the Morrisons supermarket and the nearby railway bridge which had been targeted.
The paint has been removed by council cleansing operatives but detectives are keen to catch the offenders.
Anyone with any information is asked to call police, or Crimestoppers.
Source: BBC News
