DocumentCode
2963190
Title
Application of Contrast Enhancement Bilateral Closing Top-hat Otsu Thresholding (CEBICTOT) technique on crack images
Author
Sim, K.S. ; Kho, Y.Y. ; Tso, C.P.
Author_Institution
Fac. of Eng. & Technol., Multimedia Univ., Ayer Keroh
fYear
2008
fDate
9-10 Sept. 2008
Firstpage
1
Lastpage
4
Abstract
This paper introduces the contrast enhancement bilateral closing top-hat Otsu thresholding (CEBITOT) technique to perform crack detection. This technique is based on the mathematical morphology and image filtering technique to extract the crack like patterns. Mathematical morphology highlights the cracks clearly while bilateral filtering filters out the noise from the image efficiently and preserving the edges. The performance of the proposed estimator is compared with two existing methods: Otsu method, Iyer* and Sinha method over several images. The performance of the CEBITOT is significantly greater than that of the two methods.
Keywords
image enhancement; image segmentation; mathematical morphology; object detection; CEBICTOT technique; bilateral filtering; contrast enhancement bilateral closing; crack image detection; image filtering; mathematical morphology; top-hat Otsu thresholding technique; Background noise; Clustering algorithms; Concrete; Filtering; Image edge detection; Image segmentation; Principal component analysis; Safety; Surface cracks; Surface morphology;
fLanguage
English
Publisher
ieee
Conference_Titel
Cybernetic Intelligent Systems, 2008. CIS 2008. 7th IEEE International Conference on
Conference_Location
London
Print_ISBN
978-1-4244-2914-1
Electronic_ISBN
978-1-4244-2915-8
Type
conf
DOI
10.1109/UKRICIS.2008.4798963
Filename
4798963
Link To Document