Title :
A research of pavement potholes detection based on three-dimensional projection transformation
Author :
Youquan, He ; Jian, Wang ; Hanxing, Qiu ; Zhang Wei ; Jianfang, Xie
Author_Institution :
Inf. Sci. & Eng. Dept., Chongqing Jiaotong Univ., Chongqing, China
Abstract :
In order to detect the three-dimensional cross-section of pavement pothole more effectively, this paper proposes a method which employs optical imaging principle of three-dimensional projection transformation to obtain pictorial information of pothole´s cross-section in pothole detection. Multiple digital image processing technologies, including: image preprocessing, binarization, thinning, three-dimensional reconstruction, error analysis and compensation are conducted in the series of image analysis and processing. Experimental results indicate that the method is markedly superior to traditional methods in many aspects. For its simple detection principle, low cost and high efficiency, the method suggests great practical and promoting value.
Keywords :
error analysis; error compensation; image reconstruction; image thinning; maintenance engineering; roads; structural engineering computing; digital image processing; error analysis; error compensation; image analysis; image binarization; image preprocessing; image thinning; optical imaging principle; pavement pothole detection; pictorial information; three-dimensional cross-section; three-dimensional image reconstruction; three-dimensional projection transformation; Accuracy; Calibration; Cameras; Educational institutions; Image reconstruction; Light emitting diodes; Roads; Three-dimensional projection transformation; digital image processing; pavement fault detection;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6100646