Scalable and Accurate Crack Segmentation for Infrastructure Health Monitoring Using EfficientNetB0 and a Context-Aware Attention Mechanism

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 augmented by contextual ...