Installing Pillow under Ubuntu & virtualenv is pretty simple. It's just:
pip install Pillow
However, getting the support for the image formats might take some guess work. The following takes that guess work out for you. Install the library listed with apt-get install to get the needed support for the image format.
- TKINTER - tk8.6-dev tcl8.6-dev python-tk