CrackU‐net: A novel deep convolutional neural network for pixelwise pavement crack detection
Periodic road crack monitoring is an essential procedure for effective pavement
management. Highly efficient and accurate crack measurements are key research topics in …
management. Highly efficient and accurate crack measurements are key research topics in …
[HTML][HTML] Use of parallel ResNet for high-performance pavement crack detection and measurement
In the process of road pavement health and safety assessment, crack detection plays a
pivotal role in a preventive maintenance strategy. Recently, Convolutional Neural Networks …
pivotal role in a preventive maintenance strategy. Recently, Convolutional Neural Networks …
Automated pavement crack damage detection using deep multiscale convolutional features
W Song, G Jia, H Zhu, D Jia… - Journal of Advanced …, 2020 - Wiley Online Library
Road pavement cracks automated detection is one of the key factors to evaluate the road
distress quality, and it is a difficult issue for the construction of intelligent maintenance …
distress quality, and it is a difficult issue for the construction of intelligent maintenance …
Pavement crack detection network based on pyramid structure and attention mechanism
X Xiang, Y Zhang, A El Saddik - IET Image Processing, 2020 - Wiley Online Library
Automatic detection of pavement crack is an important task for conducting road
maintenance. However, as an important part of the intelligent transportation system …
maintenance. However, as an important part of the intelligent transportation system …
Pixel-level cracking detection on 3D asphalt pavement images through deep-learning-based CrackNet-V
A few recent developments have demonstrated that deep-learning-based solutions can
outperform traditional algorithms for automated pavement crack detection. In this paper, an …
outperform traditional algorithms for automated pavement crack detection. In this paper, an …
A deeply supervised convolutional neural network for pavement crack detection with multiscale feature fusion
Z Qu, C Cao, L Liu, DY Zhou - IEEE transactions on neural …, 2021 - ieeexplore.ieee.org
Automatic crack detection is vital for efficient and economical road maintenance. With the
explosive development of convolutional neural networks (CNNs), recent crack detection …
explosive development of convolutional neural networks (CNNs), recent crack detection …
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition
Timely and accurate extraction of pavement crack information is crucial to maintain service
conditions and structural safety for infrastructures and reduce further road maintenance …
conditions and structural safety for infrastructures and reduce further road maintenance …
Automated pavement distress detection using region based convolutional neural networks
E Ibragimov, HJ Lee, JJ Lee, N Kim - International Journal of …, 2022 - Taylor & Francis
Automatic pavement crack detection is essential for evaluating maintenance requirements
and ensuring driving safety. Crack detection plays a primary role in realising the automatic …
and ensuring driving safety. Crack detection plays a primary role in realising the automatic …
[HTML][HTML] Automatic pixel-level pavement crack recognition using a deep feature aggregation segmentation network with a scSE attention mechanism module
W Qiao, Q Liu, X Wu, B Ma, G Li - Sensors, 2021 - mdpi.com
Pavement crack detection is essential for safe driving. The traditional manual crack detection
method is highly subjective and time-consuming. Hence, an automatic pavement crack …
method is highly subjective and time-consuming. Hence, an automatic pavement crack …
An integrated approach to automatic pixel-level crack detection and quantification of asphalt pavement
A Ji, X Xue, Y Wang, X Luo, W Xue - Automation in Construction, 2020 - Elsevier
Discovering and assessing cracks is widely thought to be critical for maintaining the healthy
conditions of asphalt pavement. Unfortunately, the inspection of pavement for cracks is not …
conditions of asphalt pavement. Unfortunately, the inspection of pavement for cracks is not …