Human-centered multiagent distributed architecture for knowledge engineering of image processing applications

R. Khosla, C. Lai, Yasue Mitsukura

Research output: Contribution to journalArticle

Abstract

In this paper we outline a human-centered multilayered multiagent distributed soft computing architecture for providing support to practitioners and problem solvers at four levels, namely, clerical, tool, optimization and task level, respectively. We describe the emergent characteristics of the architecture from a architectural, management and domain perspective. We illustrate the application of those four levels with the help of two image processing applications namely, face detection and annotation, and unstained mammalian cell classification.

Original languageEnglish
Pages (from-to)33-62
Number of pages30
JournalInternational Journal of Pattern Recognition and Artificial Intelligence
Volume18
Issue number1 SPEC. ISS.
DOIs
Publication statusPublished - 2004 Feb
Externally publishedYes

Fingerprint

Knowledge engineering
Image processing
Soft computing
Face recognition
Cells

Keywords

  • Human-centered
  • Image processing
  • Multiagent
  • Optimization

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Artificial Intelligence
  • Computer Vision and Pattern Recognition

Cite this

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