Issues On Coupling In Knowledge-Based Systems
Suchendra M. Bhandarkar, Minsoo Suk, Ganesh Ramamoorthy · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1988
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.