Integration of vision modules: a game-theoretic framework
- 10 December 2002
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- No. 10636919,p. 501-507
- https://doi.org/10.1109/cvpr.1991.139743
Abstract
A variety of architectures have been proposed for integrating vision modules into a complete system. An examination of these systems indicates that they either lack analytic/computational tractability or are based on restrictive assumptions such as global additivity or sequential, decoupled solution of objectives. The authors introduce a framework of integration which overcomes both of these shortcomings. This proposed model is based on game-theoretic setting in which a correspondence between a vision system and a N-player game is established. The authors demonstrate the power of such a model within a comparative study in the context of a system aimed at delineating 2-D deformable contours from noisy images.<>Keywords
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