What is SHAPE?

Suppose we take a look at an object from different viewpoints;
how could we formalize our intuitive notion of "shape"?
shape is the geometric property of an object which does not change
as we translate, rotate and scale it .
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Stefano Soatto (soatto@vision.caltech.edu), March 1996