DocumentCode
2307296
Title
BOR3D: A use-case-oriented software framework for 3-D object recognition
Author
Bertsche, Martin ; Fromm, Tobias ; Ertel, Wolfgang
Author_Institution
Inst. of Artificial Intell., Ravensburg-Weingarten Univ. of Appl. Sci., Weingarten, Germany
fYear
2012
fDate
23-24 April 2012
Firstpage
67
Lastpage
72
Abstract
3-D object recognition has become a major research topic. New low-cost sensors hit the market making 3-D vision affordable for anyone. On the software side, promising open-source tools and libraries have prospered recently. The most important one, regarding 3-D data processing, undoubtedly is the Point Cloud Library (PCL). From an integrator´s point of view, the main benchmarks applied to such a library are the amount of use cases that can be implemented and the effort that is entailed. We have noticed that the scientific community pays little attention to these needs. We hope to change this situation by proposing a framework that is primarily inspired by the PCL. Clearly separating the roles of its users, it leaves integration to the integrators and algorithms to the specialists. This way we hope to provide a means for development teams to participate in the recent advances even if they do not have a special focus on machine vision.
Keywords
image sensors; object recognition; public domain software; software libraries; 3D data processing; 3D object recognition; 3D vision; BOR3D; PCL; low-cost sensors; open-source libraries; open-source tools; point cloud library; use-case-oriented software framework; Data models; Databases; Libraries; Object recognition; Sensors; Software; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Technologies for Practical Robot Applications (TePRA), 2012 IEEE International Conference on
Conference_Location
Woburn, MA
Print_ISBN
978-1-4673-0855-7
Type
conf
DOI
10.1109/TePRA.2012.6215656
Filename
6215656
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