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Issue No.11 - November (1989 vol.11)
pp: 1181-1193
ABSTRACT
<p>The authors explore the connection between CAGD (computer-aided geometric design) and computer vision. A method for the automatic generation of recognition strategies based on the 3-D geometric properties of shape has been devised and implemented. It uses a novel technique to quantify the following properties of features which compose models used in computer vision: robustness, completeness, consistency, cost, and uniqueness. By utilizing this information, the automatic synthesis of a specialized recognition scheme, called a strategy tree, is accomplished. Strategy trees describe, in a systematic and robust manner, the search process used for recognition and localization of particular objects in the given scene. The consist of selected 3-D features which satisfy system constraints and corroborating evidence subtrees which are used in the formation of hypotheses. Verification techniques, used to substantiate or refute these hypotheses are explored. Experiments utilizing 3-D data are presented.</p>
INDEX TERMS
3D shape recognition; computerised pattern recognition; computer vision; CAGD; computer-aided geometric design; robustness; completeness; consistency; strategy tree; search process; CAD; computer vision; computerised pattern recognition; solid modelling; trees (mathematics)
CITATION
C. Hansen, T.C. Henderson, "CAGD-Based Computer Vision", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.11, no. 11, pp. 1181-1193, November 1989, doi:10.1109/34.42856
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