Most of the scanned texts are found in DJVU format. DJVU files are usually of less size compared to their PDF counter parts. In linux evince can open djvu file. But in case you don’t like the interface of evince there is another reader to view DJVU files called djview. Just type this as root to install djview
#apt-get install djview
and you will see it in graphics section of Applications menu.