From Wiktionary, the free dictionary
The narrow leg portions are likened to the cylindrical shape of a cigarette.
cigarette pants pl (plural only)
- (plural only) Pants (trousers) with a snug fit through the legs, ending in a small leg opening.
pants with a snug fit through the legs, ending in a small leg opening