Shoepeg corn is a sweet mildly flavored white corn that usually features narrow, small corn kernels that are packed on the cob tightly. This type of corn dates back to the American Civil War era and is pretty hard to find fresh unless you grow it yourself in your home garden. However it is pretty easily found canned. If you cannot find canned shoepeg corn go ahead and use regular canned corn.