Abstract: AbstractIn response to the growing need for accurate and automated infrastructure assessment, this study introduces a novel crack segmentation framework that combines an EfficientNetB0 encoder with an enhanced U-Net decoder ...

Abstract: AbstractSalient Object Detection is a key preprocessing technique for identifying prominent regions in images, but its use in pavement surface crack detection is limited due to scale and feature differences. To address ...

Abstract: AbstractEnsuring the integrity of railway fasteners is essential for maintaining track stability and operational safety, particularly under high-speed and dynamic loading conditions. However, reliable inspection becomes ...

Abstract: AbstractHydraulic climbing formwork (HCF) is an efficient and highly automated construction technology that has been widely applied in the construction of super high-rise buildings and long-span bridges. Ensuring the safety ...

Abstract: AbstractStructural health monitoring (SHM) plays a pivotal role in ensuring infrastructure longevity and safety, with crack detection serving as a fundamental task in assessing structural integrity. This study presents a ...