Title :
Automatic detection of circular defects during ultrasonic inspection
Author :
Merazi-Meksen, Thouraya ; Boudraa, Malika ; Boudraa, B.
Author_Institution :
Fac. of Comput. Sci. & Electron., Univ. of Sci. & Technol. H. Boumediene, Algiers, Algeria
Abstract :
In the non-destructive testing of materials, the use of imagery allows for more than only a qualitative representation of the results. Imagery can aid in automatically carrying out operations of detection, location and sizing of defects present in a structure. The rapidity of the calculators and their graphic performance allow us to use classical tools of image processing today, even though they require a large number of calculations. This work consists of applying the Hough transform to detect inclusions in a material by analyzing an ultrasonic c-scan image. In the first step, this image is binarized using the -6dB method, which reduces the defects to their real sizes. The Hough transform is then applied to the edges to detect the circular forms that characterize the inclusions.
Keywords :
Hough transforms; inclusions; ultrasonic materials testing; Hough transform; automatic detection; circular defects; inclusions; nondestructive testing; ultrasonic c-scan image; ultrasonic inspection; Acoustics; Image edge detection; Materials; Pattern recognition; Probes; Testing; Transforms; Imagery; Non Destructive Testing; Pattern Recognition; Ultrasonics;
Conference_Titel :
Control (CONTROL), 2012 UKACC International Conference on
Conference_Location :
Cardiff
Print_ISBN :
978-1-4673-1559-3
Electronic_ISBN :
978-1-4673-1558-6
DOI :
10.1109/CONTROL.2012.6334769