Pervak downed the Canadian 6-2, 6-4 at the Racquet Club of Memphis.
Marino last year advanced to the finals, where she fell to Slovak Magdalena Rybarikova.
In second-round action Tuesday, No. 7 seed Johanna Larsson of Sweden fell 6-2, 6-4 to American Varvara Lepchenko, while Russian Vera Dushevina dispatched U.S. qualifier Jamie Hampton 6-4, 6-3.
No. 5 seed Pauline Parmentier of France advanced to face 2010 runner-up Sofia Arvidsson of Sweden after holding off Czech Andrea Hlavackova 6-4, 4-6, 6-2.
Megyn Kelly: Santa Claus and Jesus are both white men
Wisconsin business offering 'therapeutic cuddling' forced to close