Donna,
The answer is, it depends. If the originals have watermarks that are in an alternate color or a light grey, you may be able to adjust your scanner settings to minimize the visibility of the watermark during the scan process, so that the OCR software can recognize the text, but not the watermark.
Cheers,
LHerrou