This is a classic example of how cockney rhyming slang works. The first part of the phrase (Persian) is used to represent the second part of the phrase (legs), which rhymes with the word you are trying to say (rugs).
Keep in mind that cockney rhyming slang can be quite complex and sometimes obscure, and even native speakers may not know all of the phrases.