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
Link To Document :
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