Image based automatic road surface crack detection for achieving smooth driving on deformed roads

Chinthaka Premachandra, H. Waruna H Premachandra, Chandana Dinesh Parape

研究成果: Conference contribution

1 引用 (Scopus)

抄録

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.

元の言語English
ホスト出版物のタイトルProceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
ページ4018-4023
ページ数6
DOI
出版物ステータスPublished - 2013
外部発表Yes
イベント2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013 - Manchester, United Kingdom
継続期間: 2013 10 132013 10 16

Other

Other2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
United Kingdom
Manchester
期間13/10/1313/10/16

Fingerprint

Crack detection
Cracks
Discriminant analysis
Pixels
Experiments

ASJC Scopus subject areas

  • Human-Computer Interaction

これを引用

Premachandra, C., Premachandra, H. W. H., & Parape, C. D. (2013). Image based automatic road surface crack detection for achieving smooth driving on deformed roads. : Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013 (pp. 4018-4023). [6722439] https://doi.org/10.1109/SMC.2013.686

Image based automatic road surface crack detection for achieving smooth driving on deformed roads. / Premachandra, Chinthaka; Premachandra, H. Waruna H; Parape, Chandana Dinesh.

Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. 2013. p. 4018-4023 6722439.

研究成果: Conference contribution

Premachandra, C, Premachandra, HWH & Parape, CD 2013, Image based automatic road surface crack detection for achieving smooth driving on deformed roads. : Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013., 6722439, pp. 4018-4023, 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013, Manchester, United Kingdom, 13/10/13. https://doi.org/10.1109/SMC.2013.686
Premachandra C, Premachandra HWH, Parape CD. Image based automatic road surface crack detection for achieving smooth driving on deformed roads. : Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. 2013. p. 4018-4023. 6722439 https://doi.org/10.1109/SMC.2013.686
Premachandra, Chinthaka ; Premachandra, H. Waruna H ; Parape, Chandana Dinesh. / Image based automatic road surface crack detection for achieving smooth driving on deformed roads. Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. 2013. pp. 4018-4023
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