I had the same issue and hacked a solution. Feel free to try it.
1) Install libtiff4 from here
1a) I'm on amd64, which clashed with an already installed libtiff4:i386, which I removed:
sudo apt-get remove libtiff4:i386
then,
sudo dpkg -i libtiff4_3.9.7-2ubuntu1_amd64.deb
[I didn't bother checking to see what depended on libtiff4:i386 on my system, so do this at your own risk. I was feeling brave/reckless]
2) Installed the canon driver from here, and executed install.sh
It is disappointing that there hasn't been an update to this driver since 2012.
Printer options for the official driver are scarce but the quality is fairly decent. I couldn't get the default CUPS+Gutenprint v5.2.10-pre2 driver to work at all. However, I have kept it installed as it does show the ink level, which is handy.
Cheers