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
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