Green’s Dictionary of Slang

stompers n.

also stumpers, stomps
[SAmE stomp, to stamp]

1. [mid-18C; late 19C+] (US) large, heavy boots, esp. cowboy boots; occas. in sing.

2. [1940s+] (UK Und./US black) shoes.