Issues On Coupling In Knowledge-Based Systems

S. M. Bhandarkar; Minsoo Suk; G. Ramamoorthy

doi:10.1117/12.946998

29 March 1988 Issues On Coupling In Knowledge-Based Systems

S. M. Bhandarkar, Minsoo Suk, G. Ramamoorthy

Proceedings Volume 0937, Applications of Artificial Intelligence VI; (1988) https://doi.org/10.1117/12.946998
Event: 1988 Technical Symposium on Optics, Electro-Optics, and Sensors, 1988, Orlando, FL, United States

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.

Citation Download Citation

S. M. Bhandarkar, Minsoo Suk, and G. Ramamoorthy "Issues On Coupling In Knowledge-Based Systems", Proc. SPIE 0937, Applications of Artificial Intelligence VI, (29 March 1988); https://doi.org/10.1117/12.946998

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