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
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