Abstract
In this paper, an interactive system for the development of Image Processing applications is described. This system is intended to provide some assistance to Image Processing experts during the construction as well as the execution of their applications. Through the system's graphical interface, an application can gradually be built and represented as a tree of tasks, and strategies can be made explicit so as to become reusable in future applications. In order to increase the assistance provided by the system, developers must be in a position to reuse parts of pre-existing treatments. To implement reusability, a Case-Based Reasoning approach is used. After defining two sets of criteria related to the task's description and the context of images, that enable us to classify a task in order to know when and how to reuse it, we describe our similarity functions and propose a search / adaptation algorithm for the retrieval of appropriate cases.
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References
Benjamins R. & Pierret-Golbreich C., Assumption of Problem-Solving Methods, Proceedings of the 6th KEML Workshop, Paris, 1996.
Bonzano A., Cunningham P. & Meckiff C., ISAC: A CBR System for Decision Support in Air Traffic Control, EWCBR'96, Lausanne, Switzerland, November 1996.
Caulier P. & Houriez B., Apport de la modélisation des connaissances á partir de cas pour la capitalisation et la réutilisation de connaissances, JAVA'95, Grenoble, April 1995.
Chandrasekaran B. & Josephson J.R., The Ontology of Tasks and Methods, AAAI Fall Symposium, Stanford University, March 1997.
Clément V. & Thonnat M., A Knowledge-Based Approach to Integration of Image, CVGIP: Image Understanding, Vol. 57 (2), Academic Press, p164–184, 1993.
Clouard R., Revenu M., Elmoataz A. & Porquet C., A software Workbench for Knowledge Acquisition and Integration in Image Processing, International Workshop on the Design of Co-operative Systems, Juan-les-Pins, France, p298–313, January 1995.
Clouard R., Elmoataz A. & Angot F., PANDORE: une bibliothèque et un environnement de programmation d'opérateurs de traitement d'images, Rapport interne du GREYC, Caen, France, March 1997.
Ficet V., Construction interactive d'un modèle conceptuel d'applications de traitement d'images, RJC-IA, Nantes, France, p95–102, August 1996.
IRIS Explorer User's Guide, Silicon Graphics, Inc., Mountain View, California, nℴ007-1371-020, 1993.
Rasure J. & Kubica S., The Khoros Application Development Environment, Experimental Environments for Computer Vision and Image Processing, editor H.I. Christensen and J.L. Crowley, Word Scientific, Singapore, 1–32, 1994.
Lieber J. & Napoli A., Planification á partir de cas et classification, JICAA'97, Roscoff, France, 1997.
Kolodner J.L., Improving Human Decision Making through Case-Based Decision Aiding, AI Magazine, vol. 12, pp52–68, 1991.
Marr D., Vision: A computational investigation into the human representation and processing of visual information, W.H. Freeman and Co, San Francisco, 1982.
Munoz-Avila H. & Hüllen J., Feature Weighting by Explaining Case-Based Problem Solving Episodes, Processing, Smith I. & Falling B. eds., EWCBR'96, Lausanne, Switzerland, November 1996.
Netten B. D. & Vingerhoeds R. A., Case Combination for Conceptual Design, EWCBR'96, Lausanne, Switzerland, November 1996.
Smyth B. & Keane M.T., Retrieval & Adaptation in Déjá-Vu, a Case-Based Reasoning System for Software Design, AAAI Fall Symposium'95, MIT Campus, Cambridge, Ma., November 1995.
Veloso M., Munoz-Avila H. & Bergmann R., Case-based planning: selected methods and system, AI Communication, vol.9, n.3, September 1996.
Willamowski J., Modélisation de tâches pour la résolution de problèmes en coopération système /utilisateur, Thèse de doctorat, Université Joseph Fourier, Grenoble, France, April 1994.
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© 1998 Springer-Verlag Berlin Heidelberg
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Ficet-Cauchard, V., Porquet, C., Revenu, M. (1998). An interactive Case-Based Reasoning system for the development of image processing applications. In: Smyth, B., Cunningham, P. (eds) Advances in Case-Based Reasoning. EWCBR 1998. Lecture Notes in Computer Science, vol 1488. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0056354
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DOI: https://doi.org/10.1007/BFb0056354
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