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An Efficient Method for Detecting Asphalt Pavement Cracks and Sealed Cracks Based on a Deep Data-Driven Model

Thanks to the development of deep learning, the use of data-driven methods to detect pavement distresses has become an active research field. This research makes four contributions to address the problem of efficiently detecting cracks and sealed cracks in asphalt pavements. First, a dataset of pave...

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Glavni autori: Nan Yang, Yongshang Li, Ronggui Ma
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2022-10-01
Serija:Applied Sciences
Teme:
asphalt pavement
crack detection
semi-automatic crack annotation
data-driven model
deep learning
Online pristup:https://www.mdpi.com/2076-3417/12/19/10089
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