Getting higher quality scans could save you some headaches. Check the Internet Archive. Or, get library copies, and the right camera setup.
Scantailor might help; it lets you semi-automate a chunk of things, with interactive adjustments. I don't know how its deskewing would compare to ImageMagick. The signature marks might be filtered out here.
I wrote out some of my process for handling scans here - https://github.com/norvig/paip-lisp/releases/tag/v1.2 . I maybe should blog about it.
If you get to the point of collaborative proofreading, I highly recommend Semantic Linefeeds - each sentence gets its own line. https://rhodesmill.org/brandon/2012/one-sentence-per-line/ I got there by:
* giving each paragraph its own line
* then, linefeed at punctuation, maybe with quotation marks and parentheses? It's been a while