Automatic pavement crack segmentation using a generative adversarial network (GAN)-based convolutional neural network

Due to the increasing demand on road maintenance around the whole world, advanced techniques have been developed to automatically detect and segment pavement cracks. However, most of methods suffer from background noise or fail in fine crack segmentation. This paper proposes a generative adversarial...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Zhihao Pan, Stephen L.H. Lau, Xu Yang, Ningqun Guo, Xin Wang
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Elsevier 2023-09-01
Sarja:	Results in Engineering
Aiheet:	Transportation safety Pavement crack segmentation Deep learning Generative adversarial network (GAN) Fully convolutional network
Linkit:	http://www.sciencedirect.com/science/article/pii/S2590123023003948
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