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A new model-based method for object shape recognition is presented. This method consists in solving a set of linear equations and thus is computationally simple. We show how it leads to a hierarchy of geometrical representations of an object, involving similarity, affine and projective properties. Results of our tests with synthetic images illustrate that this method works reliably in the presence...