Title :
Dataflow orchestration of image processing algorithms using high-level petri nets
Author :
Wagner, Björn ; Dinges, Andreas ; Müller, Paul
Author_Institution :
Fraunhofer Inst. Techno- und Wirtschaftsmathematik, Kaiserslautern
Abstract :
Image processing algorithms for industrial systems tend to be very complex and specialised to the particular case. We present a new way of modeling image-processing algorithms for distributed systems using high level Petri-nets. We present the modeling of image-processing as dataflow networks of basic building blocks. Petri nets seem to be well suited for modeling such dataflow networks. We analyse the the usability and limitations of classical Petri nets for this task and go on into the required extensions. Furthermore we present our implementation of a distributed service-oriented industrial image-processing system.
Keywords :
Petri nets; data flow computing; image processing; dataflow orchestration; distributed service-oriented industrial image processing system; distributed systems; high level Petri nets; image processing algorithms; Assembly; Communication industry; Computer networks; Fires; Hybrid intelligent systems; Image processing; Industrial control; Petri nets; Pipelines; Usability;
Conference_Titel :
Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on
Conference_Location :
Kaiserlautern
Print_ISBN :
978-0-7695-2946-2
DOI :
10.1109/HIS.2007.54