Yes, only one at a time, another option is given below:
If you want logo along with background then:
Upload logo in customizer and use custom css like this
.site-header {
background-image: url(“http://yoursite.com/wp-content/uploads/imagename.jpg” );
}this type of background usually works best with pattern type images for eg.
from subtlepatterns.com as it is not responsive.