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We propose a crack detection network based on an image segmentation network for robust crack detection, which utilizes information from the entire image and performs pixel-wise prediction. To overcome the lack of data, we also propose a crack image generation algorithm using a 2D Gaussian kernel and the Brownian motion process. We gathered 242 crack images from plain images to cluttered images to...
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