Advances in automatic identification of road subsurface distress using ground penetrating radar: State of the art and future trends

C Liu, Y Du, G Yue, Y Li, D Wu, F Li - Automation in Construction, 2024 - Elsevier
Affected by soil erosion and material deterioration, road subsurface is prone to distress such
as cavities, water-rich, and cracks. Ground penetrating radar (GPR), as a real-time …

Enhanced automatic root recognition and localization in GPR images through a YOLOv4-based deep learning approach

S Li, X Cui, L Guo, L Zhang, X Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, ground-penetrating radar (GPR) has become increasingly important as a
nondestructive way to explore plant roots. Automatic recognition and localization of root …

The spatial mechanism and predication of rural tourism development in China: a random forest regression analysis

X Du, Z Wang, Y Wang - ISPRS International Journal of Geo-Information, 2023 - mdpi.com
Rural tourism has long been recognized as a significant strategy for promoting rural
revitalization in China. Excessive development has had a number of negative …

Differences in behavioral characteristics and diffusion mechanisms: A comparative analysis based on social bots and human users

M Cai, H Luo, X Meng, Y Cui - Frontiers in Physics, 2022 - frontiersin.org
In the field of social media, the systematic impact that bot users bring to the dissemination of
public opinion has been a key concern of the research. To achieve more effective opinion …

OCT monitoring data processing method of laser deep penetration welding based on HDBSCAN

G He, X Gao, L Li, P Gao - Optics & Laser Technology, 2024 - Elsevier
To address the challenge of low accuracy in the measurement of laser deep penetration
welding depth, this study introduces optical coherence tomography (OCT) technology for the …

A comprehensive evaluation for the tunnel conditions with ground penetrating radar measurements

JM Puntu, PY Chang, DJ Lin, HH Amania, YG Doyoro - Remote Sensing, 2021 - mdpi.com
We aim to develop a comprehensive tunnel lining detection method and clustering
technique for semi-automatic rebar identification in order to investigate the ten tunnels along …

Automatic reconstruction of three-dimensional root system architecture based on ground penetrating radar

G Fan, H Liang, Y Zhao, Y Li - Computers and Electronics in Agriculture, 2022 - Elsevier
Ground penetrating radar (GPR) is widely used in root detection because of its advantages
of nondestructive and periodic detection. Previously, root point positioning and root diameter …

Energy intensity, economic structure, and capital goods imports in upper-middle income countries: Insights from HDBSCAN clustering

CA Carrasco, A Hernandez-del-Valle - Journal of Environmental …, 2023 - Elsevier
In recent years, there have been substantial efforts to improve the efficiency of production
resources, including energy use, to reduce the human footprint from economic activities …

Predicting the Photosynthetic Rate of Chinese Brassica Using Deep Learning Methods

P Gao, J Xie, M Yang, P Zhou, G Liang, Y Chen, D Sun… - Agronomy, 2021 - mdpi.com
Water stress is a significant element impacting photosynthesis, which is one of the major
physiological activities governing crop growth and development. In this study, the …

Feature space curvature map: A method to homogenize cluster densities

K Mahdavi, J Labarta, J Gimenez… - … Joint Conference on …, 2022 - ieeexplore.ieee.org
The majority of density-based clustering algorithms can not perform properly when data
expose very different density through the feature space. These algorithms implicitly presume …