1 July 2004 Framework for automatic quality control in industrial environments using distributed image processing
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Abstract
(TCP/IP) based, anonymous communication environment is introduced. The main system capabilities are central configurability and maintainability of the image processing nodes and the scalability of the framework. Furthermore a watchdog concept and IEC61131 conform signal integration comprising the Modbus/TCP protocol are integrated within the framework. A communication structure based on the tuplespace concept is presented. The possibility of integrating heterogeneous nodes is achieved by a consistent JavaTM implementation. As a proof of concept, a quality observation task at distributed observation points at a wire rolling mill is introduced. An image-processing algorithm based on least-squares fitting of parallel lines to observe quality relevant parameters is introduced and integrated as an exemplary machine vision implementation within the framework.
© (2004) Society of Photo-Optical Instrumentation Engineers (SPIE)
Peter Schalk, Ewald Fauster, Paul L. O'Leary, Michael Weiss, "Framework for automatic quality control in industrial environments using distributed image processing," Journal of Electronic Imaging 13(3), (1 July 2004). https://doi.org/10.1117/1.1762519 . Submission:
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