Road crack detection is the base of highway maintenance and digital image processing has been widely used in crack detection and identification. In this paper, a novel, effective, efficient image ...

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Preprocessing: Preprocess UAV-captured images to enhance quality and optimize for crack detection like denoising the images.; Crack Detection: Detect the crack using CNN model and segment it using ...

From traditional image processing, machine learning, and the recent rise of deep learning-based road crack detection technology, road detection technology has been widely studied. The future detection ...

1 Department of Civil and Environmental Engineering, Ritsumeikan University, Kusatsu, Japan 2 Department of Civil Engineering, Osaka Metropolitan University, Osaka, Japan In Japan, all bridges should ...