Crack detection of concrete structures using deep convolutional neural networks optimized by enhanced chicken swarm algorithm
With the rapid increase of ageing infrastructures worldwide, effective and robust inspection
techniques are highly demanding to evaluate structural conditions and residual lifetime. The …
techniques are highly demanding to evaluate structural conditions and residual lifetime. The …
Image‐based concrete crack detection using convolutional neural network and exhaustive search technique
S Li, X Zhao - Advances in civil engineering, 2019 - Wiley Online Library
Crack detection is important for the inspection and evaluation during the maintenance of
concrete structures. However, conventional image‐based methods need extract crack …
concrete structures. However, conventional image‐based methods need extract crack …
Vision-based automated crack detection using convolutional neural networks for condition assessment of infrastructure
With the growing number of aging infrastructure across the world, there is a high demand for
a more effective inspection method to assess its conditions. Routine assessment of structural …
a more effective inspection method to assess its conditions. Routine assessment of structural …
Deep learning‐based crack damage detection using convolutional neural networks
A number of image processing techniques (IPTs) have been implemented for detecting civil
infrastructure defects to partially replace human‐conducted onsite inspections. These IPTs …
infrastructure defects to partially replace human‐conducted onsite inspections. These IPTs …
Vision-based concrete crack detection using a hybrid framework considering noise effect
Diagnosing surface cracks of concrete structures has been a critical aspect of assessing
structural integrity. Existing diagnosis technologies are time-consuming, subjective, and …
structural integrity. Existing diagnosis technologies are time-consuming, subjective, and …
Structural crack detection using deep learning–based fully convolutional networks
XW Ye, T Jin, PY Chen - advances in structural engineering, 2019 - journals.sagepub.com
Cracks are a potential threat to the safety and endurance of civil infrastructures, and
therefore, careful and regular structural crack inspection is needed during their long-term …
therefore, careful and regular structural crack inspection is needed during their long-term …
Crack detection in concrete structures using deep learning
VP Golding, Z Gharineiat, HS Munawar, F Ullah - Sustainability, 2022 - mdpi.com
Infrastructure, such as buildings, bridges, pavement, etc., needs to be examined periodically
to maintain its reliability and structural health. Visual signs of cracks and depressions …
to maintain its reliability and structural health. Visual signs of cracks and depressions …
Automatic pixel‐level crack detection and evaluation of concrete structures using deep learning
W Zhao, Y Liu, J Zhang, Y Shao… - Structural Control and …, 2022 - Wiley Online Library
To achieve effective inspection of reinforced concrete structures, a smart solution to obtain
quantitative crack information automatically from inspection is essential. Therefore, a novel …
quantitative crack information automatically from inspection is essential. Therefore, a novel …
Surface crack detection using deep learning with shallow CNN architecture for enhanced computation
Surface cracks on the concrete structures are a key indicator of structural safety and
degradation. To ensure the structural health and reliability of the buildings, frequent structure …
degradation. To ensure the structural health and reliability of the buildings, frequent structure …
Artificial neural network-based automated crack detection and analysis for the inspection of concrete structures
JJ Kim, AR Kim, SW Lee - Applied Sciences, 2020 - mdpi.com
The damage investigation and inspection methods for infrastructures performed in small-
scale (type III) facilities usually involve a visual examination by an inspector using surveying …
scale (type III) facilities usually involve a visual examination by an inspector using surveying …