This paper considers the problem of recognising 3D polyhedral objects from a single perspective image. A hypothesis-verification paradigm based on a local shape representation is presented. In the framework, 2D vertices interpreted as the projection of a trihedral vertex which is a 3D spatial vertex with three line emanating from the tip are employed as seed features for model invocation and hy...