AI‐enabled airport runway pavement distress detection using dashcam imagery
Arman Malekloo,
Xiaoyue Cathy Liu,
David Sacharny
Abstract:Maintaining airport runways is crucial for safety and efficiency, yet traditional monitoring relies on manual inspections, prone to time consumption and inaccuracy. This study pioneers the utilization of low‐cost dashcam imagery for the detection and geolocation of airport runway pavement distresses, employing novel deep‐learning frameworks. A significant contribution of our work is the creation of the first public dataset specifically designed for this purpose, addressing a critical gap in the field. This dat… Show more
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