A review of infrared thermography for delamination detection on infrastructures and buildings

K Tomita, MYL Chew - Sensors, 2022 - mdpi.com
This paper provides a comprehensive review on the use of infrared thermography to detect
delamination on infrastructures and buildings. Approximately 200 pieces of relevant …

Overview of the application of Ground-Penetrating Radar, Laser, infrared thermal Imaging, and ultrasonic in nondestructive testing of road surface

X Yang, R Huang, Y Meng, J Liang, H Rong, Y Liu… - Measurement, 2024 - Elsevier
Developments in the field of nondestructive testing (NDT) for road surfaces have gained
substantial momentum owing to its advantages of noninvasiveness, and intelligent. This …

Semantic segmentation of defects in infrared thermographic images of highly damaged concrete structures

S Pozzer, E Rezazadeh Azar, F Dalla Rosa… - … of Performance of …, 2021 - ascelibrary.org
There is a global research trend to enhance condition assessment of the concrete
infrastructure by the development of advanced nondestructive testing (NDT) methods …

Effect of different imaging modalities on the performance of a CNN: An experimental study on damage segmentation in infrared, visible, and fused images of concrete …

S Pozzer, MPV De Souza, B Hena, S Hesam… - NDT & E …, 2022 - Elsevier
This study investigates the semantic segmentation of common concrete defects when using
different imaging modalities. One pre-trained Convolutional Neural Network (CNN) model …

Automatic delamination segmentation for bridge deck based on encoder-decoder deep learning through UAV-based thermography

C Cheng, Z Shang, Z Shen - NDT & e International, 2020 - Elsevier
Concrete deck delamination often demonstrates strong variations in size, shape, and
temperature distribution under the influences of outdoor weather conditions. The strong …

Internal defect detection of structures based on infrared thermography and deep learning

L Deng, H Zuo, W Wang, C Xiang, H Chu - KSCE Journal of Civil …, 2023 - Springer
Rapid and accurate detection of internal defects in bridges has always been a major
concern of the management and maintenance departments. In the present study, an …

Synthesized evaluation of reinforced concrete bridge defects, their non-destructive inspection and analysis methods: a systematic review and bibliometric analysis of …

EM Abdelkader, T Zayed, N Faris - Buildings, 2023 - mdpi.com
Defects are essential indicators to gauge the structural integrity and safety of reinforced
concrete bridges. Non-destructive inspection has been pervasively explored over the last …

Semi real-time detection of subsurface consolidation defects during concrete curing stage

C Cheng, Z Shen - Construction and Building Materials, 2021 - Elsevier
Subsurface consolidation defect is a common issue in concrete pavement construction, and
the hidden defects often require costly repairs after project delivery. Therefore, being able to …

Multi-volume variable scale bitmap data object classification algorithm architectural concrete color difference detection

G Yao, W Sun, Y Yang, M Wang, R Li… - Journal of Intelligent …, 2023 - ieeexplore.ieee.org
Architectural concrete color difference (ACCD) directly affects building aesthetics. At present,
the AC apparent quality detection method is based on a subjective artificial observation and …

Delamination detection in concrete decks using numerical simulation and UAV-based infrared thermography with deep learning

D Aljagoub, R Na, C Cheng - Automation in Construction, 2025 - Elsevier
The potential of concrete bridge delamination detection using infrared thermography (IRT)
has grown with technological advancements. However, most current studies require an …