TY - JOUR
T1 - Human-centered multiagent distributed architecture for knowledge engineering of image processing applications
AU - Khosla, R.
AU - Lai, C.
AU - Mitsukura, Y.
N1 - Funding Information:
We would like to acknowledge the support of Victorian Partnership for Advanced computing via grant no. EPPLAO002/2001 and 2002 and Autoscan Ltd, Melbourne. – a biomedical company for providing us the unstained images.
PY - 2004/2
Y1 - 2004/2
N2 - 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.
AB - 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.
KW - Human-centered
KW - Image processing
KW - Multiagent
KW - Optimization
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U2 - 10.1142/S0218001404003034
DO - 10.1142/S0218001404003034
M3 - Article
AN - SCOPUS:1842611677
SN - 0218-0014
VL - 18
SP - 33
EP - 62
JO - International Journal of Pattern Recognition and Artificial Intelligence
JF - International Journal of Pattern Recognition and Artificial Intelligence
IS - 1 SPEC. ISS.
ER -