DocumentCode
3048585
Title
Image Based Automatic Road Surface Crack Detection for Achieving Smooth Driving on Deformed Roads
Author
Premachandra, Chinthaka ; Waruna, H. ; Premachandra, H. ; Parape, Chandana Dinesh
Author_Institution
Grad. Sch. of Eng., Tokyo Univ. of Sci., Tokyo, Japan
fYear
2013
fDate
13-16 Oct. 2013
Firstpage
4018
Lastpage
4023
Abstract
We present an image based automatic road crack detection method for achieving smooth driving on deformed roads. First, the road areas which include cracks are extracted as crack images analyzing the pixel variance of the road image. Then cracks are extracted from crack images by introducing a method on discriminant analysis. According to experiments using different road images, the new proposal is effective in detecting road cracks.
Keywords
crack detection; deformation; image processing; traffic engineering computing; crack extraction; deformed roads; discriminant analysis; image based automatic road surface crack detection; pixel variance analysis; road area extraction; road crack detection; Educational institutions; Equations; Proposals; Roads; Surface cracks; Surface treatment; Vehicles; crack detection; deformed road surface; discriminant analysis; image sample variance;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location
Manchester
Type
conf
DOI
10.1109/SMC.2013.686
Filename
6722439
Link To Document