DocumentCode :
2637751
Title :
3D measurement of flexible objects by robust motion stereo
Author :
Domae, Y. ; Takauji, H. ; Kaneko, S. ; Tanaka, T. ; Okuda, H. ; Hashimoto, M.
Author_Institution :
Hokkaido Univ., Sapporo
fYear :
2007
fDate :
17-20 Sept. 2007
Firstpage :
740
Lastpage :
743
Abstract :
We propose a novel three-dimensional measurement approach of flexible cables for factory automation applications, such as cable handling, connecter insertion without conflicts with cables by using robotic arms. The approach is based on motion stereo with a vision sensor. To solve stereo correspondence problem efficiently, feature point extraction from cables and a robust texture matching based feature tracking is applied. Additionally, by using stability analysis of the feature point tracking, defective feature points can be rejected and stable 3-D shape reconstruction is achieved. In our experiments, shapes of arch-like cables have been measured to an accuracy of 5 mm. It is enough to find connecters without conflicts with the cables.
Keywords :
factory automation; feature extraction; image matching; image motion analysis; image texture; manipulators; robot vision; stereo image processing; 3D measurement; 3D shape reconstruction; arch-like cables; cable handling; connecter insertion; defective feature point rejection; factory automation; feature point extraction; feature tracking; flexible cable; flexible objects; robotic arms; robust motion stereo; stability analysis; texture matching; vision sensor; Arm; Cables; Feature extraction; Manufacturing automation; Motion measurement; Robot sensing systems; Robotics and automation; Robustness; Shape measurement; Stability analysis; 3D measurement; Flexible object; feature point extraction and tracking; motion stereo;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE, 2007 Annual Conference
Conference_Location :
Takamatsu
Print_ISBN :
978-4-907764-27-2
Electronic_ISBN :
978-4-907764-27-2
Type :
conf
DOI :
10.1109/SICE.2007.4421080
Filename :
4421080
Link To Document :
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