DocumentCode :
638801
Title :
A fast 3D surface reconstruction method for spraying robot with time-of-flight camera
Author :
Xiaojie Chai ; Feng Wen ; Xuewei Cao ; Kui Yuan
Author_Institution :
Instn. of Autom., Beijing, China
fYear :
2013
fDate :
4-7 Aug. 2013
Firstpage :
57
Lastpage :
62
Abstract :
In this paper a new fast 3D surface reconstruction method for spraying robot using TOF (time-of-flight) camera is proposed. The TOF camera can provide 3D points defined in the sensor coordination directly in real time. While fixed on the robot, the TOF camera position and orientation can be estimated and the 3D points can be translated to world coordinate system. An improved fast data acquiring and pre-processing method with TOF camera is proposed to get the point cloud accurately and quickly. In order to obtain 3D faces with given accuracy tolerance from scattered point cloud data rapidly, we present a fast grid building and face extracting algorithm based on flexible cubes. Region segmentation is also need to divide the model to several planes, which making the following path-planning of spraying robot easier. Finally experimental software called Quick RE with friendly man-machine interaction has been developed and the experiment results demonstrate the accuracy and robustness of the proposed algorithm in factory.
Keywords :
cameras; feature extraction; image segmentation; image sensors; industrial robots; man-machine systems; path planning; production engineering computing; robot vision; sensor placement; solid modelling; spraying; surface reconstruction; 3D faces; Quick RE; TOF camera orientation; TOF camera position; experimental software; fast 3D surface reconstruction method; fast grid building algorithm; flexible cubes; friendly man-machine interaction; improved fast data acquiring method; improved fast data preprocessing method; region segmentation; sensor coordination; spraying robot; spraying robot path-planning; time-of-flight camera; world coordinate system; Cameras; Image reconstruction; Robot kinematics; Robot vision systems; Surface reconstruction; Three-dimensional displays; Spraying robot; Surface reconstruction; TOF camera;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2013 IEEE International Conference on
Conference_Location :
Takamatsu
Print_ISBN :
978-1-4673-5557-5
Type :
conf
DOI :
10.1109/ICMA.2013.6617893
Filename :
6617893
Link To Document :
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