DocumentCode :
604237
Title :
Crack detection by a climbing robot using image analysis
Author :
De Paz, J.P.Z. ; Castaneda, E.C. ; Castro, X.Y.S. ; Jimenez, S.M.R.
Author_Institution :
Centro de Investig. en Cienc. Aplic. y Tecnol. Avanzada, Inst. Politec. Nac., Queretaro, Mexico
fYear :
2013
fDate :
11-13 March 2013
Firstpage :
87
Lastpage :
91
Abstract :
Cracking on surfaces as walls or roofs of a building results in a rapid deterioration of such structures. Access to these places is sometimes very difficult for people. One approach to solve such inconvenient is the use of climbing robots provided with sensing devices. In this paper, we propose a computer vision system using image analysis for inspection. A stereo camera is mounted on the thorax of a hexapod robot, named Hex-piderix. The images are processed using a method described in this document. It is a method invariant to illumination to detect cracks in the surface. Image is improved through the estimation and removal of lighting pattern, and then a thresholding is applied using Otsu method. Finally morphological operations are applied to extract crack information.
Keywords :
cameras; construction industry; cracks; industrial robots; inspection; legged locomotion; lighting; robot vision; roofs; stereo image processing; structural engineering; walls; Hexpiderix robot; Otsu thresholding method; climbing robot; computer vision system; crack detection; hexapod robot; illumination; image analysis; inspection; lighting pattern; roofs; sensing device; stereo camera; structure deterioration; walls; Histograms; Inspection; Lighting; Robots; Surface morphology; Wavelet transforms; climbing robot; cracks; illumination pattern;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Communications and Computing (CONIELECOMP), 2013 International Conference on
Conference_Location :
Cholula
Print_ISBN :
978-1-4673-6156-9
Type :
conf
DOI :
10.1109/CONIELECOMP.2013.6525765
Filename :
6525765
Link To Document :
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