[HTML][HTML] Computer vision-based bridge inspection and monitoring: A review

K Luo, X Kong, J Zhang, J Hu, J Li, H Tang - Sensors, 2023 - mdpi.com
Bridge inspection and monitoring are usually used to evaluate the status and integrity of
bridge structures to ensure their safety and reliability. Computer vision (CV)-based methods …

[HTML][HTML] Computational experiments of metal corrosion studies: A review

S Li, C Li, F Wang - Materials Today Chemistry, 2024 - Elsevier
This review article underscores the critical role of Density Functional Theory (DFT) in the
prediction of corrosion defect structures based on specific chemical compositions. By …

The research progress and prospect of data mining methods on corrosion prediction of oil and gas pipelines

L Xu, Y Wang, L Mo, Y Tang, F Wang, C Li - Engineering Failure Analysis, 2023 - Elsevier
As the principal means of oil and natural gas transportation, oil and gas pipeline systems
suffer from common corrosion problems, accurate corrosion prediction of oil and gas …

[HTML][HTML] Application of artificial intelligence in marine corrosion prediction and detection

MMH Imran, S Jamaludin, AFM Ayob, AAIM Ali… - Journal of Marine …, 2023 - mdpi.com
One of the biggest problems the maritime industry is currently experiencing is corrosion,
resulting in short and long-term damages. Early prediction and proper corrosion monitoring …

Machine learning-based acoustic emission technique for corrosion-induced damage monitoring in reinforced concrete structures

A Thirumalaiselvi, S Sasmal - Engineering Applications of Artificial …, 2024 - Elsevier
Early-stage detection of corrosion in reinforcement embedded inside concrete, generally
considered as the major problem in structures under extreme marine environments, can …

[HTML][HTML] Application of CNN for multiple phase corrosion identification and region detection

OA Oyedeji, S Khan, JA Erkoyuncu - Applied Soft Computing, 2024 - Elsevier
Corrosion is a significant issue that contributes negatively to the degradation of materials
most especially metals. To ensure proper maintenance, enhance reliability and prevent …

Civil infrastructure damage and corrosion detection: An application of machine learning

HS Munawar, F Ullah, D Shahzad, A Heravi, S Qayyum… - Buildings, 2022 - mdpi.com
Automatic detection of corrosion and associated damages to civil infrastructures such as
bridges, buildings, and roads, from aerial images captured by an Unmanned Aerial Vehicle …

Automatic detection of corrosion in large-scale industrial buildings based on artificial intelligence and unmanned aerial vehicles

R Lemos, R Cabral, D Ribeiro, R Santos, V Alves… - Applied sciences, 2023 - mdpi.com
In recent years, Artificial Intelligence (AI) provided essential tools to enhance the productivity
of activities related to civil engineering, particularly in design, construction, and …

Detection and analysis of corrosion on coated metal surfaces using enhanced YOLO v5 algorithm for anti-corrosion performance evaluation

Q Yu, Y Han, W Lin, X Gao - Journal of Marine Science and Engineering, 2024 - mdpi.com
This study addresses the severe corrosion issues in the coastal regions of southern China
by proposing an improved YOLO v5-GOLD-NWD model. Utilizing corrosion data from the …

[HTML][HTML] Computer vision and image processing approaches for corrosion detection

AAIM Ali, S Jamaludin, MMH Imran, AFM Ayob… - Journal of Marine …, 2023 - mdpi.com
Corrosion is an undesirable phenomenon resulting in material deterioration and
degradation through electrochemical or chemical reactions with the surrounding …