That's done ! I succeeded to install Caecilia font on Fbreader.
But, I am not convinced by the result. Maybe, as you said, Georgia font would be better.
So I tried to install Georgia font (erasing Caecilia and adding Georgia on your program) but that doesn't work ! I still have Caecilia on Fbreader and can't see Georgia