Yes it is possible. You can right-click on the channel window button in the switchbar, or right-ckick on the channel name in the treebar if you use that, then go to background, then select. Also, you can try
/help /background
You could also right-click on the switchbar and on the toolbar themselves and go to background and select images for them as well if you wanted.