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2025	An extensive bibliometric analysis of pavement deterioration detection using sensors and machine learning: Trends, innovations, and future directions Alexandria Engineering Journal Mehmet Rizelioğlu
2025	YOLOv11-CAFM model in ground penetrating radar image for pavement distress detection and optimization study Construction and Building Materials Yuanbo Li, Wenwu Zhang, Songtao Lv, Jing Yu, Dongdong Ge, Jiawei Guo, Lin Li
2025	An Integrated Study of Highway Pavement Subsidence Using Ground-Based Geophysical and Satellite Methods Applied Sciences Michael Frid, Amit Helman, Dror Sharf, Vladi Frid, Wafa Elias, Dan G. Blumberg
2025	Research on Damage Detection Methods for Concrete Beams Based on Ground Penetrating Radar and Convolutional Neural Networks Applied Sciences Ning Liu, Ya Ge, Xin Bai, Zi Zhang, Yuhao Shangguan, Yan Li
2024	Real-Time Detection of Voids in Asphalt Pavement Based on Swin-Transformer-Improved YOLOv5 IEEE Transactions on Intelligent Transportation Systems Bei Zhang, Haoyuan Cheng, Yanhui Zhong, Jing Chi, Guoyin Shen, Zhaoxu Yang, Xiaolong Li, Shengjie Xu
2024	Fruit fast tracking and recognition of apple picking robot based on improved YOLOv5 IET Image Processing Yao Xu, Liu Zuodong
2024	Intelligent pavement condition survey: Overview of current researches and practices Journal of Road Engineering Allen A. Zhang, Jing Shang, Baoxian Li, Bing Hui, Hongren Gong, Lin Li, You Zhan, Changfa Ai, Haoran Niu, Xu Chu, Zilong Nie, Zishuo Dong, Anzheng He, Hang Zhang, Dingfeng Wang, Yi Peng, Yifan Wei, Huixuan Cheng
2024	Automated Identification of Pavement Structural Distress Using State-of-the-Art Object Detection Models and Nondestructive Testing Journal of Computing in Civil Engineering Xiaogang Guo, Ning Wang
2024	A Method to Detect Concealed Damage in Concrete Tunnels Using a Radar Feature Vector and Bayesian Analysis of Ground-Penetrating Radar Data Buildings Junfang Wang, Heng Chen, Jianfu Lin, Xiangxiong Li
2023	A Critical Review and Bibliometric Analysis on Applications of Ground Penetrating Radar in Science Based on Web of Science Database Eng Nehal Elshaboury, Eslam Mohammed Abdelkader, Abobakr Al-Sakkaf, Tarek Zayed
2022	Evaluation Model of College English Teaching Effect Based on Particle Swarm Algorithm and Support Vector Machine Mathematical Problems in Engineering Chunyan Wei, Sang-Bing Tsai
2022	Machine learning algorithms for monitoring pavement performance Automation in Construction Saúl Cano-Ortiz, Pablo Pascual-Muñoz, Daniel Castro-Fresno
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