Context Aware 3D Image Processing and Acquisition A Service-Oriented System in Scope of 14.0 Applications

ATP EDITION(2019)

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摘要
3D image processing systems require significant configuration and execution time. Thus, in this paper a smart camera based modular sensor system for context-aware optical acquisition and processing of 3D data for Industry 4.0 applications is proposed. This system is based on a modular service-oriented architecture, which encapsulates the complete functionality of the system. Additionally, functionalities and features of the modular architecture are semantically described using GenICam standard. The presented system also defines a context model that takes into account the intrinsic as well as the extrinsic influences. Likewise, sufficient responses are defined for environmental conditions. The results based on a deflectometry sensor system, obtained in a case study, show that it is dynamically adaptable to extraneous light. Finally, the FPGA based architecture reduces the execution time of the deflectometry algorithm significantly.
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关键词
service-oriented architecture,context model,semantic interface,FPGA based architecture,paralletization,deflectometry sensor system,plenoptic sensor system
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