A review of deep learning methods for pixel-level crack detection

Cracks are a major sign of aging transportation infrastructure. The detection and repair of cracks is the key to ensuring the overall safety of the transportation infrastructure. In recent years, due to the remarkable success of deep learning (DL) in the field of crack detection, many researches hav...

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Bibliographic Details
Main Authors: Hongxia Li, Weixing Wang, Mengfei Wang, Limin Li, Vivian Vimlund
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2022-12-01
Series:Journal of Traffic and Transportation Engineering (English ed. Online)
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2095756422001027