Thoughts on making a hand-held OCR
LED will be more than sufficient for lighting the text. Scanning will be very dependant on getting a good image through optics. If I was doing this I'd consider a "linear" (one-dimensional) CCD as an imaging element; this sort of thing is used in normal 2D flatbed scanners.

As an amateur, minturisation will be your main problem.