They may no longer be innkeepers, but Tori Spelling and Dean McDermott still have TV-show star as a fallback career option.

Oxygen has picked up a third season of the couple's show, "Tori & Dean," to premiere this summer. Tentatively titled "Tori & Dean ... Still Inn Love," it will follow them as they move back to Los Angeles after a year spent running a bed-and-breakfast in Fallbrook, Calif.

"Over the last year, Tori and Dean have become one of America's favorite families and one of Oxygen's breakout series," says Lauren Zalaznick, president of Oxygen Media. "They're a modern-day Lucy and Ricky. They've got a great sense of humor about themselves, trying to juggle the demands of parenthood, marriage, their families and their work lives."

The renewal of "Tori & Dean" is the first series pickup for Oxygen since it became part of NBC Universal in November. Zalaznick, who also runs Bravo, added oversight the female-centered channel to her bailiwick.

"Still Inn Love" will follow McDermott and Spelling as they buy a new house in L.A. and search for the right preschool for their son Liam, who's approaching his first birthday. Fenton Bailey and Randy Barbato ("Showbiz Moms and Dads," "Inside Deep Throat") will continue to executive produce the series.