TY - GEN
T1 - Image based automatic road surface crack detection for achieving smooth driving on deformed roads
AU - Premachandra, Chinthaka
AU - Premachandra, H. Waruna H.
AU - Parape, Chandana Dinesh
PY - 2013/12/1
Y1 - 2013/12/1
N2 - 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.
AB - 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.
KW - Crack detection
KW - Deformed road surface
KW - Discriminant analysis
KW - Image sample variance
UR - http://www.scopus.com/inward/record.url?scp=84893594030&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84893594030&partnerID=8YFLogxK
U2 - 10.1109/SMC.2013.686
DO - 10.1109/SMC.2013.686
M3 - Conference contribution
AN - SCOPUS:84893594030
SN - 9780769551548
T3 - Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
SP - 4018
EP - 4023
BT - Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
T2 - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
Y2 - 13 October 2013 through 16 October 2013
ER -