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 …
delamination on infrastructures and buildings. Approximately 200 pieces of relevant …
Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study
Acquiring photos and videos has become a new norm in construction and building projects.
However, imagery data is not utilized effectively due to the shortage of required skillsets in …
However, imagery data is not utilized effectively due to the shortage of required skillsets in …
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 …
Torsional capacity evaluation of RC beams using an improved bird swarm algorithm optimised 2D convolutional neural network
This study presents the application of deep learning technology in torsional capacity
evaluation of reinforced concrete (RC) beams. A data-driven model based on 2D …
evaluation of reinforced concrete (RC) beams. A data-driven model based on 2D …
Multi-image-feature-based hierarchical concrete crack identification framework using optimized SVM multi-classifiers and D–S fusion algorithm for bridge structures
Cracks in concrete can cause the degradation of stiffness, bearing capacity and durability of
civil infrastructure. Hence, crack diagnosis is of great importance in concrete research. On …
civil infrastructure. Hence, crack diagnosis is of great importance in concrete research. On …
Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach
Pavement rutting refers to surface depression in the wheel-path along an asphalt road which
causes loss of steering control and consequently leads to serious traffic accidents. Hence, it …
causes loss of steering control and consequently leads to serious traffic accidents. Hence, it …
Revolutionizing concrete analysis: An in-depth survey of AI-powered insights with image-centric approaches on comprehensive quality control, advanced crack …
Over the last two decades, the integration of big data and deep learning technologies has
demonstrated remarkable effectiveness across various domains of civil engineering, leading …
demonstrated remarkable effectiveness across various domains of civil engineering, leading …
A comparative review of image processing based crack detection techniques on civil engineering structures
Crack detection and repair of the cracks in engineering structures is essential to ensure
serviceability and durability. Traditionally, cracks are detected by the examiner's visual …
serviceability and durability. Traditionally, cracks are detected by the examiner's visual …
On the hybridization of pre-trained deep learning and differential evolution algorithms for semantic crack detection and recognition in ensemble of infrastructures
E Mohammed Abdelkader - Smart and Sustainable Built Environment, 2022 - emerald.com
Purpose Cracks on surface are often identified as one of the early indications of damage
and possible future catastrophic structural failure. Thus, detection of cracks is vital for the …
and possible future catastrophic structural failure. Thus, detection of cracks is vital for the …
A novel approach for automatic detection of concrete surface voids using image texture analysis and history‐based adaptive differential evolution optimized support …
ND Hoang, QL Nguyen - Advances in Civil Engineering, 2020 - Wiley Online Library
To inspect the quality of concrete structures, surface voids or bugholes existing on a
concrete surface after the casting process needs to be detected. To improve the productivity …
concrete surface after the casting process needs to be detected. To improve the productivity …