29 March 1988 Issues On Coupling In Knowledge-Based Systems
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Abstract
This paper addresses the issue of coupling in a knowledge-based computer vision system for 3-D polyhederal object recognition. A typical vision system is fairly complex in which both domain-independent and domain dependent knowledge are used during the course of problem solving. Both sources of knowledge interact in a very complicated manner during the course of problem solving. This paper incorporates a complete study of the 3-D object recognition problem and highlights certain important aspects such as (1) Coupling of symbolic and numerical knowledge (2) Evidential reasoning (3) Distributed belief evaluation and propagation. (4) Learning and adaptation.
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S. M. Bhandarkar, S. M. Bhandarkar, Minsoo Suk, Minsoo Suk, G. Ramamoorthy, G. Ramamoorthy, "Issues On Coupling In Knowledge-Based Systems", Proc. SPIE 0937, Applications of Artificial Intelligence VI, (29 March 1988); doi: 10.1117/12.946998; https://doi.org/10.1117/12.946998
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