I upgraded to 17.04 as well and just realized indeed, I can’t update the background… I tried the above suggested resolution, if I understood this well: sudo apt-get install mate-settings-daemon, but still facing the same problem - stuck with the (ugly?) default background. I guess I will keep googling - but this thread seemed the most promissing.
Many thanks
thomas