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Comparisons of Reasoning Mechanisms for Computer Vision

arXiv.org Artificial Intelligence

ABSTRACI' An evidential reasoning mechanism based on the Dempster-Shafer theory of evidence is introduced. Its performance in real-world image analysis is compared with other mechanisms based on the Bayesian formalism and a simple weight combination method.