Concrete crack identification and detection method based on improved CNN and DoG operator
Haohua Luo,
Yulun Wu,
Yaoyang Liang
et al.
Abstract:Concrete will produce cracks under the long-term action of loads and affect the building safety, due to the unsatisfactory accuracy and efficiency of manual detection of concrete cracks, a concrete crack recognition and detection method based on improved CNN and DoG operator is proposed. Firstly, the recognition ability is trained by CNN to locate the valuable images from the image dataset, and then the locating crack images are greyscaled, denoised using bilateral filtering method, considering that the filter… Show more
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