a fugitive accused of kidnapping who was featured on cnn 's `` the hunt .
it was time to come home , '' kelley , 50 , was taken into custody at the atlanta airport wednesday after arriving on a flight from costa rica , deputy u.s. marshal jamie berry .
`` the child 's father , genevieve kelley , charged with the same crimes , turned herself in to authorities last year .