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Pyramid computation has been introduced to design efficient vision algorithms [1], [2] based on both top-down and bottom-up strategies. It has been also suggested by biological arguments that show a correspondence between pyramids architecture and the mammalian visual pathway, starting from the retina and ending in the deepest layers of the visual cortex.