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A biologically inspired method to encode the shape of enclosed image regions is presented. Shape encoding units, called "shape cells", are algebraic filters which receive two-dimensional (2-D) reconstructed image boundaries as input features. Shape cell outputs are calculated as three components. First, a compact description of an image boundary shape… (More)