Cracks are one of the most common pavement surface diseases. Timely repair of these cracks is imperative to prevent a substantial reduction in the pavement's service life …
Loss functions, which govern a deep learning-based optimization process, have been widely investigated to handle the class imbalanced data issue in crack segmentation …
AN Beskopylny, EM Shcherban', SA Stel'makh… - Applied Sciences, 2023 - mdpi.com
In recent years, visual automatic non-destructive testing using machine vision algorithms has been widely used in industry. This approach for detecting, classifying, and segmenting …
MT Cao - Journal of Building Engineering, 2023 - Elsevier
The need for precise segmentation of tile peeling on building façades is emphasized by its implications for efficient building maintenance, particularly in regions like Taiwan, where …
D Tabernik, M Šuc, D Skočaj - Construction and Building Materials, 2023 - Elsevier
Automated quality control of pavement and concrete surfaces is essential for maintaining structural integrity and consistency in the construction and infrastructure industries. This …
In this paper, an automatic block-by-block pattern generator is proposed for multi-leaf nonperiodic masonries. The outcome is then directly employed in block-based …
Y Chen, Z Zhu, Z Lin, Y Zhou - Buildings, 2023 - mdpi.com
Cracks in building facades are inevitable due to the age of the building. Cracks found in the building facade may be further exacerbated if not corrected immediately. Considering the …
In this paper, we present a method based on an ensemble of convolutional neural networks (CNNs) for the prediction of residual drift capacity in unreinforced damaged masonry walls …
Public infrastructures, such as bridges, dams, and buildings, play a key role in urban development. Structural inspection by visually monitoring and inspecting the structures for …