Pour une ingénierie des connaissances pour le développement d'applications de traitement d'images

Régis Clouard 1
1 Equipe Image - Laboratoire GREYC - UMR6072
GREYC - Groupe de Recherche en Informatique, Image, Automatique et Instrumentation de Caen
Abstract : Researches described in this manuscript are focused on the design of systems for automatic generation of image processing programs. Such systems are designed to enable users not necessarily experts in image processing to build alone dedicated image processing programs. This goal poses significant challenges largely caused by the sensory and semantic gaps between image content and users needs. The contributions are in the field of knowledge engineering where the goal is approached from the angle of algorithms control with knowledge based. The point of view developed argue that the use of explicit symbolic knowledge, and thus of knowledge-based systems, is a promising way to design systems for image processing, when adaption to various context is a concern. The different parts of the system are addressed with this angle: image processing objectives formulation; automatic generation of programs; human-computer interaction; knowledge acquisition.
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Habilitation à diriger des recherches
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Régis Clouard. Pour une ingénierie des connaissances pour le développement d'applications de traitement d'images. Traitement des images [eess.IV]. Université de Caen, 2009. ⟨tel-01071910⟩

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