Review of artificial intelligence-based bridge damage detection
Bridges are often located in harsh environments and are thus extremely susceptible to
damage. If the initial damage is not detected in time, it can develop further causing safety …
damage. If the initial damage is not detected in time, it can develop further causing safety …
Datasets and processing methods for boosting visual inspection of civil infrastructure: A comprehensive review and algorithm comparison for crack classification …
Deep learning breakthrough stimulates new research trends in civil infrastructure inspection,
whereas the lack of quality-guaranteed, human-annotated, free-of-charge, and publicly …
whereas the lack of quality-guaranteed, human-annotated, free-of-charge, and publicly …
Operationalizing Digitainability: Encouraging mindfulness to harness the power of digitalization for sustainable development
S Gupta, J Campos Zeballos, G del Río Castro… - Sustainability, 2023 - mdpi.com
Digitalization is globally transforming the world with profound implications. It has enormous
potential to foster progress toward sustainability. However, in its current form, digitalization …
potential to foster progress toward sustainability. However, in its current form, digitalization …
GPR-based detection of internal cracks in asphalt pavement: A combination method of DeepAugment data and object detection
The lack of data and poor quality of ground penetrating radar (GPR) images have limited the
development of the object detection for internal cracks in asphalt pavement. To address this …
development of the object detection for internal cracks in asphalt pavement. To address this …
Assessment of pavement structural conditions and remaining life combining accelerated pavement testing and ground-penetrating radar
The inspection and monitoring of structural conditions are crucial for the maintenance of
semi-rigid base pavement. To achieve the inverse calculation of material parameters and …
semi-rigid base pavement. To achieve the inverse calculation of material parameters and …
Combined use of GPR and other NDTs for road pavement assessment: An overview
Roads are the main transportation system in any country and, therefore, must be maintained
in good physical condition to provide a safe and seamless flow to transport people and …
in good physical condition to provide a safe and seamless flow to transport people and …
Bayesian optimization based random forest and extreme gradient boosting for the pavement density prediction in GPR detection
The Ground penetrating radar (GPR) adopts non-destructive and continuous
electromagnetic (EM) monitoring technology that is influenced by the dielectric properties of …
electromagnetic (EM) monitoring technology that is influenced by the dielectric properties of …
Automatic detection and location of pavement internal distresses from ground penetrating radar images based on deep learning
X **ong, A Meng, J Lu, Y Tan, B Chen, J Tang… - … and Building Materials, 2024 - Elsevier
Ground penetrating radar (GPR) has been prevailingly applied in nondestructive testing of
internal distresses within asphalt pavement. However, the interpretation of abnormal echo …
internal distresses within asphalt pavement. However, the interpretation of abnormal echo …
[HTML][HTML] Structural health monitoring of timber bridges–A review
Studies on structural health monitoring of timber bridges are limited. The unique
characteristics of timber, such as anisotropy, hygroscopicity, and high variability under …
characteristics of timber, such as anisotropy, hygroscopicity, and high variability under …
[HTML][HTML] Advancing railway track health monitoring: Integrating GPR, InSAR and machine learning for enhanced asset management
Railway track health monitoring and maintenance are crucial stages in railway asset
management, aiming to enhance the train operation quality and service life. For this aim …
management, aiming to enhance the train operation quality and service life. For this aim …