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In this paper we propose a novel method for generic object localization. The method is based on modeling the object as a graph at two levels: a local substructural representation and a global object graph. In the first level, an object substructure is a quasi affine-invariant canonical encoding of a set of four straight contour lines of the object. The second level is a connectivity graph of these...
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