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SVG sounds perfect for what you need. Create all those shapes as SVG images (Inkscape is free, and Adobe Illustrator is good if you can afford it) and embed them in an epub file with the rest of the text. You can even inline the SVG code in the XHTML.
Illustrator should even do a decent job of converting the line drawings to SVG if the scans are good enough.
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