England players Steven Caulker (l), Alex Oxlade Chamberlain (c) and Jermain Defoe (r) hold portraits of Arthur Pember, Ebenezer Cobb Morley and Charles William Alcock, three of the eight 'founding fathers' of football who created the rules of the game 150 years ago.
More top news
The operation carried out by Westminster City Council led to the seizure of £8,000 worth of cigarettes.
Armed troops have been stationed around Parliament to free up armed police to patrol the streets in the wake of the Manchester bomb attack.
Chelsea had planned an open top bus tour to show off the Premier League trophy and hope to add the FA Cup in Saturday's final with Arsenal.