Knowledge engineering and management: the CommonKADS methodology
Knowledge engineering and management: the CommonKADS methodology
Mean Shift: A Robust Approach Toward Feature Space Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Knowledge modeling for the image understanding task as a design task
Expert Systems with Applications: An International Journal
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This work presents an approach to surface dynamic inspection in laminated materials based on the configuration of a visual system to obtain a good quality control of the manufacturing surface. The configuration task for surface inspection is solved as a Configuration-Design task following the CommonKADS methodology, which supports the proposed knowledge-based dynamic architecture (ARDIS). The task is analysed at the knowledge level and is decomposed into simple subtasks to reach the inference level. All the generic knowledge involved in the surface inspection process is differentiated among environment, real-time, image quality and computer vision techniques to be integrated it in ARDIS. An application has been developed to integrate four operation modes relating to visual system configuration and specific surface inspection. An example is shown for configuring a stainless steel inspection system and another one for wood inspection.