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

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

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.

Original languageEnglish
Title of host publicationProceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
Pages4018-4023
Number of pages6
DOIs
Publication statusPublished - 2013
Externally publishedYes
Event2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013 - Manchester, United Kingdom
Duration: 2013 Oct 132013 Oct 16

Other

Other2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
CountryUnited Kingdom
CityManchester
Period13/10/1313/10/16

Fingerprint

Crack detection
Cracks
Discriminant analysis
Pixels
Experiments

Keywords

  • Crack detection
  • Deformed road surface
  • Discriminant analysis
  • Image sample variance

ASJC Scopus subject areas

  • Human-Computer Interaction

Cite this

Premachandra, C., Premachandra, H. W. H., & Parape, C. D. (2013). Image based automatic road surface crack detection for achieving smooth driving on deformed roads. In 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.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Premachandra, C, Premachandra, HWH & Parape, CD 2013, Image based automatic road surface crack detection for achieving smooth driving on deformed roads. in 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. In 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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