Owen's Anfield strike partner El Hadji Diouf is also in the running. Sami Hyypia, and Steven Gerrard, both nominated last year, miss out on a place among the nominations.
A victory for Owen would mean he would emulate Anfield hero Kevin Keegan in winning the title twice. The full list of nominees is announced on Tuesday.