You need PyQt4 and a slew of other dependencies. I built a package for Arch Linux and the following packages were required:
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depends=('python2' 'qt' 'python2-qt' 'python2-sip' 'python-imaging' 'djvulibre' 'minidjvu' 'tesseract')
These package names are different for other distros, though, so Google for the package name for your specific distro. The build process is guess-and-check for Linux, sadly, but I'm working on making a somewhat-universal dependency installer for a few of the major distros.
If you tell me what distro you use, I might be able to make a package list for other people to use (or just add the package installation into the Makefile).