• DocumentCode
    3264690
  • Title

    Rapid data processing pipeline development using OpenRTM-aist

  • Author

    Biggs, Geoffrey ; Ando, Noriaki ; Kotoku, Tetsuo

  • Author_Institution
    Intell. Syst. Res. Inst., Nat. Inst. of Adv. Ind. Sci. & Technol., Tsukuba, Japan
  • fYear
    2011
  • fDate
    20-22 Dec. 2011
  • Firstpage
    312
  • Lastpage
    317
  • Abstract
    Detecting and understanding the world is an important step for any intelligent system, but also one that often requires significant processing power. This places great emphasis on the creation of efficient but flexible data processing pipelines. In this paper, we discuss the use of OpenRTM-aist and a component-based approach to rapidly create sensor processing pipelines. The sensor pipeline is made up of a series of filtering and processing steps, provided by pre-existing components for each step. We illustrate the techniques with a pipeline for processing point clouds using the PCL library.
  • Keywords
    data handling; knowledge based systems; object-oriented programming; pipeline processing; OpenRTM-aist; PCL library; component-based approach; flexible data processing pipelines; intelligent system; point clouds; Data processing; Intelligent systems; Pipelines; Real time systems; Robot sensing systems; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Integration (SII), 2011 IEEE/SICE International Symposium on
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4577-1523-5
  • Type

    conf

  • DOI
    10.1109/SII.2011.6147466
  • Filename
    6147466