Title :
Accurate extraction and measurement of fine cracks from concrete block surface image
Author :
Ito, Atsushi ; Aoki, Yoshimitsu ; Hashimoto, Shuji
Author_Institution :
Dept. of Appl. Phys., Waseda Univ., Tokyo, Japan
Abstract :
Measurement and analysis of cracks on the surface of reinforced concrete can be an effective key for diagnosing quake-proofness of a construction or measuring material fatigue. The conventional method of diagnosis is to analyze cracks using a sketch manually produced by inspection engineers, however it takes a fairly long time and lacks quantitative objectivity. This paper proposes an automatic detection and analysis system for concrete block inspection. By employing a high-resolution camera, the cracks and displacement features are automatically extracted using an integrated image processing technique. Utilizing the proposed method, the crack scale can be measured with sub-pixel order accuracy. Automatic feature extraction and quantitative analysis of cracks are implemented to make the system efficient tool for assisting specialists in inspection procedures.
Keywords :
automatic optical inspection; concrete; fatigue cracks; feature extraction; surface cracks; automatic feature extraction; concrete block surface image; crack scale measurement; displacement features; fine cracks extraction; fine cracks measurement; high-resolution camera; inspection engineers; integrated image processing technique; material fatigue measurement; quake-proofness diagnosis; reinforced concrete surface; visual inspection; Charge coupled devices; Concrete; Data mining; Feature extraction; Fluid flow measurement; Image analysis; Image processing; Inspection; Seismic measurements; Surface cracks;
Conference_Titel :
IECON 02 [Industrial Electronics Society, IEEE 2002 28th Annual Conference of the]
Print_ISBN :
0-7803-7474-6
DOI :
10.1109/IECON.2002.1185314