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Thanks for your answers! Another interesting possiblity to setup such an pipeline with shared image memory seems to be ECTO (http://ecto.willowgarage.com/). This is "a hybrid C++/Python framework for organizing computations as directed acyclic graphs". Among others, there is a module which wraps the openCV library.

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