A systematic review of convolutional neural network-based structural condition assessment techniques

S Sony, K Dunphy, A Sadhu, M Capretz - Engineering Structures, 2021 - Elsevier
With recent advances in non-contact sensing technology such as cameras, unmanned aerial
and ground vehicles, the structural health monitoring (SHM) community has witnessed a …

Machine vision-based surface crack analysis for transportation infrastructure

W Hu, W Wang, C Ai, J Wang, W Wang, X Meng… - Automation in …, 2021 - Elsevier
Cracks undermine the structural health of transportation infrastructure. Machine vision-
based surface crack analysis is to process infrastructure inspection data collected by …

CrackU‐net: A novel deep convolutional neural network for pixelwise pavement crack detection

J Huyan, W Li, S Tighe, Z Xu… - Structural Control and …, 2020 - Wiley Online Library
Periodic road crack monitoring is an essential procedure for effective pavement
management. Highly efficient and accurate crack measurements are key research topics in …

Automatic crack detection and structural inspection of cultural heritage buildings using UAV photogrammetry and digital twin technology

AY Yiğit, M Uysal - Journal of Building Engineering, 2024 - Elsevier
Current methods for rapidly inspecting structures are difficult to document and subjective.
Automating the process with innovative technologies is necessary to overcome these …

[HTML][HTML] Cascade refinement extraction network with active boundary loss for segmentation of concrete cracks from high-resolution images

L Deng, H Yuan, L Long, P Chun, W Chen… - Automation in …, 2024 - Elsevier
Accurate extraction of cracks is important yet challenging in bridge inspection, particularly
that of tiny cracks captured from high-resolution (HR) images. This paper presents a crack …

The failure of edge-cracked hard roof in underground mining: An analytical study

S Ji, X Lai, F Cui, Y Liu, R Pan, J Karlovšek - International Journal of Rock …, 2024 - Elsevier
Hard roof is the primary concern of strata control in underground mining. Various techniques
have been utilized to fracture the hard roof and control the failure of strata. Understanding …

Overview of researches on the nondestructive testing method of metal magnetic memory: Status and challenges

P Shi, S Su, Z Chen - Journal of Nondestructive Evaluation, 2020 - Springer
More than 20 years of research progress regarding the nondestructive testing method of
metal magnetic memory is reviewed and summarized in detail. Consequently, this overview …

Detection of surface cracks in metals using microwave and millimeter-wave nondestructive testing techniques—A review

MA Abou-Khousa, MSU Rahman… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Integrity assessment of metallic structures requires inspection tools capable of detecting and
evaluating cracks reliably. To this end, many microwave and millimeter-wave nondestructive …

Chipless RFID sensor tag for metal crack detection and characterization

AMJ Marindra, GY Tian - IEEE Transactions on Microwave …, 2018 - ieeexplore.ieee.org
Chipped radio-frequency identification (RFID) sensor systems have been studied for
structural health monitoring (SHM) applications. However, the use of chip in sensor tags and …

A review of detection technologies for underwater cracks on concrete dam surfaces

D Chen, B Huang, F Kang - Applied Sciences, 2023 - mdpi.com
Cracks seriously endanger the safe and stable operation of dams. It is important to detect
surface cracks in a timely and accurate manner to ensure the safety and serviceability of a …