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In content based image retrieval, systems allow users to ask for objects similar in shape to a query object. However,there is no clear understanding of how computational shape similarity corresponds to human shape similarity. In this paperseveral shape similarity measures were evaluated on planar, connected, non-occluded binary shapes. Shape similarityusing algebraic moments, spline curve distances, cumulative turning angle, sign of curvature and Hausdorff-distance werecompared to human...

<title>Retrieving images by 2D shape: a comparison of computation methods with human perceptual judgments</title>