Authorities tracked her down by using the signal from her cellular phone. She was being held at a motel in Santa Clarita.
Her husband, Sergio Ramirez, abducted the woman from a home in the 3500 block of Apollo Place at about 3:45 p.m. on Saturday, said officials.
Relatives of the woman told authorities that the couple had a history of domestic violence.
Ramirez was arrested and booked on suspicion of spousal assault and kidnapping. He was being held on $100,000 bail.
City News Service contributed to this report.