Does evernote not allow you to fix the page manually? (I don't use it.) The JotNot Pro app I bought for a dollar allows one to slide the corners around and reskews the image as appropriate, with some amount of auto detection as well.
Not that it's impossible, but it would be significantly more difficult to make the digital signal processing algorithms to detect custom symbols, especially hand drawn custom symbols.