Title :
New concept for corrosion inspection of urban pipeline networks by digital image processing
Author :
Motamedi, Mohammadreza ; Faramarzi, Farrokh ; Duran, Olga
Author_Institution :
GPA Dept., Ecole de Technol. Super. (eTS), Montreal, QC, Canada
Abstract :
Closed-circuit television (CCTV) is currently used in many inspection applications, such as the inspection of non accessible pipe surfaces. This human-oriented approach based on offline analysis of the raw images is highly subjective and prone to error because of the exorbitant amount of data to be assessed. This paper describes a methodology for automatic analysis of the inner surface of pipelines by means of digital image processing (DIP). The whole platform consists of an inspection mobile robot that carries a Line-Laser and a CCTV camera to recognize defects of the inner pipeline structure that is not easily accessible for human inspectors. A simple algorithm is presented that is able to detect cracks in the inner surface of the pipes with approximately 80 percent accuracy in final result, representing the main purpose of vision systems and the use of DIP technique. Experiments illustrate that the same set of results are achieved when the inner pipe is not illuminated.
Keywords :
automatic optical inspection; closed circuit television; corrosion; crack detection; image processing; mechanical engineering computing; pipelines; pipes; surface cracks; television cameras; CCTV camera; DIP technique; closed-circuit television; corrosion inspection; crack detection; digital image processing; human-oriented approach; inner surface analysis; inspection mobile robot; line-laser; nonaccessible pipe surface inspection; offline analysis; urban pipeline network; vision system; Algorithm design and analysis; Cameras; Humans; Inspection; Laser applications; Mobile robots; Robot vision systems; CCTV inspection; Digital imaging processing; NDT pipeline testing;
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2012.6388510