The term is also used incorrectly as slang for a type of short riding boot, also called a paddock boot or a jodhpur boot, because they are worn with jodhpurs.
From the en.wikipedia.org
Like the hunt seat jodhpur, they have elastic straps that run under the boot to help hold the pant leg in place.