Instead of Boxes, create tighter Bounds around objects using intersections of many nonorthogonal slabs

Please, I would appreciate  it if someone would give an idea on how to solve this problem.

I've thought about finding curves and tangent lines of the object in the AABB. 

A response would be highly appreciated. Thank you all for your considerations