Issue No. 03 - March (1989 vol. 11)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/34.21797
<p>A computer vision system is presented for shape synthesis and recognition of three-dimensional objects using an attributed hypergraph representation. The vision system is capable of: (1) constructing an attributed hypergraph representation (AHR) based on the information extracted from an image with range data; (2) synthesizing several AHRs obtained from various views of an object to form a complete AHR of the object; and (3) recognizing any view of an object of finding the graph monomorphism between the AHR of that view and the complete AHR of a prototype object. This system is implemented on a Grinnell imaging system driven by a VAX 11/750 running VMS.</p>
3D object recognition; computerised pattern recognition; attributed hypergraphs; computer vision; shape synthesis; range data; graph monomorphism; Grinnell imaging system; computer vision; computerised pattern recognition; graph theory
M. Rioux, A. Wong and S. Lu, "Recognition and Shape Synthesis of 3-D Objects Based on Attributed Hypergraphs," in IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 11, no. , pp. 279-290, 1989.