Integration of Small Unmanned Aircraft Systems and Deep Learning for Efficient Airfield Pavement Crack Detection and Assessment

Author:

Sourav Md. Abdullah All1234,Ceylan Halil1234,Kim Sunghwan1234,Brynick Matthew1234

Affiliation:

1. Postdoc Research Associate, Dept. of Civil, Construction, and Environmental Engineering, Iowa State Univ., Ames, IA.

2. Professor and Director, Dept. of Civil, Construction, and Environmental Engineering and Program for Sustainable Pavement Engineering and Research, Iowa State Univ., Ames, IA.

3. Associate Director, Program for Sustainable Pavement Engineering and Research, Institute for Transportation, Iowa State Univ., Ames, IA.

4. Civil Engineer, Federal Aviation Administration, Airport Pavement R&D Section, William J. Hughes Technical Center, NJ.

Publisher

American Society of Civil Engineers

Reference28 articles.

1. Airport Improvement. (2020). Savannah/Hilton Head Int’l Prepares to Integrate Drones Into Airport & Airfield Operations | Airport Improvement Magazine.

2. Airsight. (2020). Runway pavement inspections using airsight drone. https://www.airsight.de/projects/item/runway-pavement-inspections-using-airsight-drone/.

3. Banks E. et al. (2018). Successful Approaches for the Use of Unmanned Aerial System by Surface Transportation Agencies. https://domesticscan.org/download/4364/.

4. Congress S. S. C. and Puppala A. J. (2022). Lessons Learned in Airport Asset Inspection Using Unmanned Aerial Vehicle (UAV) Based Close-Range Photogrammetry. International Conference on Transportation and Development 2022 212–222.

5. Bridge related damage quantification using unmanned aerial vehicle imagery

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