Identification of Concrete Cracks Using Deep Learning Models: A Systematic Review

Identification of Concrete Cracks Using Deep Learning Models: A Systematic Review

Deep learning (DL) has grown in popularity in civil inspection, notably for crack diagnosis, as a means of guaranteeing the long-term stability and security of concrete structures. It is critical to identify cracks to conduct inspections and assessments while preserving the existing concrete framewo...

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Bibliographic Details
Main Authors: Mazleenda Mazni, Abdul Rashid Husain, Mohd Ibrahim Shapiai, Izni Syahrizal Ibrahim, Riyadh Zulkifli, Devi Willieam Anggara
Format: Article
Language:English
Published: ARQII PUBLICATION 2024-01-01
Series:Applications of Modelling and Simulation
Subjects:
convolution neural network
crack classification
crack detection
crack segmentation
deep learning
review
structural health monitoring
Online Access:http://arqiipubl.com/ojs/index.php/AMS_Journal/article/view/547/172

Internet

http://arqiipubl.com/ojs/index.php/AMS_Journal/article/view/547/172

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