Given that most of the new scanners from HP are not supported under
Linux, it was nice to see that this printer/copier/scanner works fine.
Here are the packages I needed:
apt-get install hpoj hpoj-xojpanel hpscanpbm libsane-extras
Scan directly from gimp (File->Acquire->Xsane), sane or the command line scanimage.