Comparisons of Reasoning Mechanisms for Computer Vision
arXiv:1304.2743
Abstract
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.
Appears in Proceedings of the Third Conference on Uncertainty in Artificial Intelligence (UAI1987)