Research Data Leeds Repository

Pavement Crack Extraction Using Combined Pixel-based and Block-Based approach Running on Three Standard Datasets and Comparison with State of Art Methods

Citation

Abdellatif, Mohamed and Peel, Harriet and Cohn, Anthony G. and Fuentes, Raul (2020) Pavement Crack Extraction Using Combined Pixel-based and Block-Based approach Running on Three Standard Datasets and Comparison with State of Art Methods. University of Leeds. [Dataset] https://doi.org/10.5518/937¹

Dataset description

This dataset reports the results of applying a new method that combines the block based and pixel based approaches for crack detection as described in

Mohamed Abdellatif, Harriet Peel, Anthony G. Cohn and Raul Fuentes, Combining Block-based and Pixel-based Approaches to Improve Crack Detection and Localisation, Automation in Construction, 103492, 2020.

Subjects:	H000 - Engineering > H200 - Civil engineering2
Divisions:	Faculty of Engineering and Physical Sciences > School of Civil Engineering3
Related resources:	Location Type https://doi.org/10.1016/j.autcon.2020.1034924 Publication https://eprints.whiterose.ac.uk/168305/5 Publication
License:	Creative Commons Attribution 4.0 International (CC BY 4.0)
Date deposited:	25 Nov 2020 07:49
URI:	https://archive.researchdata.leeds.ac.uk/id/eprint/7806
Additional details Additional details Creators or authors: Creators ORCID Other ID Email Primary affiliation Primary affiliation ID Primary affiliation ID type Secondary affiliation Secondary affiliation ID Secondary affiliation ID type Abdellatif, Mohamed https://orcid.org/0000-0002-7641-47237 University of Leeds https://ror.org/024mrxd33 ror Peel, Harriet https://orcid.org/0000-0002-9432-34388 University of Leeds https://ror.org/024mrxd33 ror Cohn, Anthony G. https://orcid.org/0000-0002-7652-89079 University of Leeds https://ror.org/024mrxd33 ror Fuentes, Raul https://orcid.org/0000-0001-8617-738110 Aachen University https://ror.org/02gm5zw39 ror Type of data: Dataset Research funders: ESPRC Grant numbers: EP/NO10523/1 Publication date: 2020 Resource language: English Metadata language: English Research project title: Balancing the impact of city infrastructure engineering on natural systems using robots Publisher: University of Leeds Contact email: M.Abdellatif@leeds.ac.uk11 Last Modified: 31 Oct 2024 15:24

Files

Documentation

readme.txt [1kB] 12 readme.txt [1kB] 13 readme.txt [1kB] 14 Security: Anyone File name: readme.txt15 Content type: Documentation Description: Instructions for datasets Mime-Type: text/plain License: Creative Commons Attribution 4.0 International (CC BY 4.0) File size: 1kB

Data

CF [36MB] 16 CF [36MB] 17 CF [36MB] 18 Security: Anyone File name: CF.zip19 Content type: Data Description: Crack forest dataset results Mime-Type: application/zip License: Creative Commons Attribution 4.0 International (CC BY 4.0) File size: 36MB

CRACK500 [656MB] 20 CRACK500 [656MB] 21 CRACK500 [656MB] 22 Security: Anyone File name: CRACK500.zip23 Content type: Data Description: CRACK500 dataset results Mime-Type: application/zip License: Creative Commons Attribution 4.0 International (CC BY 4.0) File size: 656MB

CrackIT [280MB] 24 CrackIT [280MB] 25 CrackIT [280MB] 26 Security: Anyone File name: CrackIT.zip27 Content type: Data Description: CrackIT dataset results Mime-Type: application/zip License: Creative Commons Attribution 4.0 International (CC BY 4.0) File size: 280MB

• 1. https://doi.org/10.5518/937
• 2. https://archive.researchdata.leeds.ac.uk/view/subjects/H200.html
• 3. https://archive.researchdata.leeds.ac.uk/view/divisions/SCE/
• 4. https://doi.org/10.1016/j.autcon.2020.103492
• 5. https://eprints.whiterose.ac.uk/168305/
• 6. https://archive.researchdata.leeds.ac.uk/id/eprint/780
• 7. https://orcid.org/0000-0002-7641-4723
• 8. https://orcid.org/0000-0002-9432-3438
• 9. https://orcid.org/0000-0002-7652-8907
• 10. https://orcid.org/0000-0001-8617-7381
• 11. mailto:M.Abdellatif@leeds.ac.uk
• 12. https://archive.researchdata.leeds.ac.uk/780/4/readme.txt
• 13. https://archive.researchdata.leeds.ac.uk/780/4/readme.txt
• 14. https://archive.researchdata.leeds.ac.uk/780/4/readme.txt
• 15. https://archive.researchdata.leeds.ac.uk/780/4/readme.txt
• 16. https://archive.researchdata.leeds.ac.uk/780/1/CF.zip
• 17. https://archive.researchdata.leeds.ac.uk/780/1/CF.zip
• 18. https://archive.researchdata.leeds.ac.uk/780/1/CF.zip
• 19. https://archive.researchdata.leeds.ac.uk/780/1/CF.zip
• 20. https://archive.researchdata.leeds.ac.uk/780/2/CRACK500.zip
• 21. https://archive.researchdata.leeds.ac.uk/780/2/CRACK500.zip
• 22. https://archive.researchdata.leeds.ac.uk/780/2/CRACK500.zip
• 23. https://archive.researchdata.leeds.ac.uk/780/2/CRACK500.zip
• 24. https://archive.researchdata.leeds.ac.uk/780/3/CrackIT.zip
• 25. https://archive.researchdata.leeds.ac.uk/780/3/CrackIT.zip
• 26. https://archive.researchdata.leeds.ac.uk/780/3/CrackIT.zip
• 27. https://archive.researchdata.leeds.ac.uk/780/3/CrackIT.zip