You'll be after some kind of OCR (Optical Character Recognition) program, in that case. The only one I've used is Scansoft Omnipage, but I came across this freeware one (claims to be the only one that is free).
No worries. I've actually recently been using music recognition technology to scan music, recognise the notes and play them back to you. That kind of makes OCR look bad.