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Optical Engineering

KISS: a multiagent segmentation system
Author(s): Olivier Baujard; Catherine Garbay
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Paper Abstract

We present a multiagent computer segmentation system, named KISS. This system has been implemented under our multiagent problem solver (MAPS), a generic programming environment dedicated to multiagent architecture design. MAPS entails a basic distinction between object-oriented and action-oriented agents, which allows flexible alternation between figurative and operative focusing tasks. KISS demonstrates the applicability of a multiagent approach to computer vision by offering a clear distribution of knowledge among several agents, dedicated successively to low-, intermediate-, and high-level analysis steps. Segmentation is approached through a cooperative analysis, involving both region and contour-based detection. Interpretation of patterns is made under three successive steps, using geometrical, relational, and semantic labeling, respectively. Such interpretation makes it possible to guide the selection of handling procedures to improve the initial segmentation. The potential power of such an approach is exemplified by its application to muscle fiber analysis.

Paper Details

Date Published: 1 June 1993
PDF: 15 pages
Opt. Eng. 32(6) doi: 10.1117/12.134190
Published in: Optical Engineering Volume 32, Issue 6
Show Author Affiliations
Olivier Baujard, Societe Alcatel (France)
Catherine Garbay, Univ. of Grenoble (France)

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