Evidential reasoning for object recognition |
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Authors: | Binford TO Levitt TS |
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Affiliation: | Read-Ink Corp., Cupertino, CA, USA; |
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Abstract: | The authors present a framework to guide development of evidential reasoning in object recognition systems. Principles of evidential reasoning processes for open-world object recognition are proposed and applied to build evidential reasoning capabilities. The principles summarize research and findings by the authors up through the mid-1990s, including seminal results in object-centered computer vision, figure-ground discrimination, and the application of hierarchical Bayesian inference, Bayesian networks, and decision graphs to evidential reasoning for object recognition. |
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