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Improvement of lightweight convolutional neural network model based on YOLO algorithm and its research in pavement defect detection
FJ Du, SJ Jiao - Sensors, 2022 - mdpi.com
To ensure the safe operation of highway traffic lines, given the imperfect feature extraction of
existing road pit defect detection models and the practicability of detection equipment, this …
existing road pit defect detection models and the practicability of detection equipment, this …
Data-driven platform framework for digital whole-process expressway construction management
SY Chen, JX Zhang, QC Ni, M Skitmore… - Frontiers in …, 2022 - frontiersin.org
To increase the speed and efficiency of expressways construction, information management
is being gradually introduced into the construction process. However, progress is limited due …
is being gradually introduced into the construction process. However, progress is limited due …
Prediction model of the coring asphalt pavement performance through response surface methodology
Pavement evaluations provide crucial information regarding the performance and service
life of asphalt concrete (HMA). They examine the structure of an existing pavement before …
life of asphalt concrete (HMA). They examine the structure of an existing pavement before …
Dynamic quality monitoring system to assess the quality of asphalt concrete pavement
Z Ma, J Zhang, SP Philbin, H Li, J Yang, Y Feng… - Buildings, 2021 - mdpi.com
With the rapid development of new technologies, such as big data, the Internet of Things
(IoT) and intelligent sensing, the traditional asphalt pavement construction quality evaluation …
(IoT) and intelligent sensing, the traditional asphalt pavement construction quality evaluation …
Dynamic response of asphalt pavement under vibration rolling load: theory and calibration
Vibrating compaction is a critical procedure to guarantee the quality of asphalt pavement,
and the dynamic response of asphalt pavement is a complicate problem in the process of …
and the dynamic response of asphalt pavement is a complicate problem in the process of …
Research on feature extraction of meteorological disaster emergency response capability based on an RNN Autoencoder
J Tang, R Yang, Q Dai, G Yuan, Y Mao - Applied Sciences, 2023 - mdpi.com
Climate change has increased the frequency of various types of meteorological disasters in
recent years. Finding the primary factors that limit the emergency response capability of …
recent years. Finding the primary factors that limit the emergency response capability of …
Research on YOLOv5s Improved Algorithm for Pavement Crack Detection in Complex Environments
X Wu, T Ma, Q Zhao, L Zhu, C He - IEEE Access, 2024 - ieeexplore.ieee.org
Aiming to solve the problem of pavement crack detection in complex road environments, an
improved algorithm based on YOLOv5s is proposed. First, the CBAM (Convolutional Block …
improved algorithm based on YOLOv5s is proposed. First, the CBAM (Convolutional Block …
Construction Quality Evaluation of Large-Scale Concrete Canal Lining Based on Statistical Analysis, FAHM, and Cloud Model
Q Li, L Guo, H Zhou - Sustainability, 2022 - mdpi.com
As an important component of water conservancy infrastructure, canals help improve the
uneven distribution of regional water resources. However, in their construction and …
uneven distribution of regional water resources. However, in their construction and …
Quality of construction works at the design phase
The quality of a construction work is decided mainly in the construction and completion
phase of the works. However, in order to serve the best for the construction phase, the …
phase of the works. However, in order to serve the best for the construction phase, the …
The effect of polybutadiene rubber (PBR) on chemical and rheological properties of the binder including RAP
This research investigates the effect of polybutadiene rubber (PBR) on chemical and
rheological properties of asphalt binder with 15, 30 and 50% RAP content. SARA-separation …
rheological properties of asphalt binder with 15, 30 and 50% RAP content. SARA-separation …