Advancing railway track health monitoring: Integrating GPR, InSAR and machine learning for enhanced asset management (English)
- New search for: Koohmishi, Mehdi
- New search for: Kaewunruen, Sakdirat
- New search for: Chang, Ling
- New search for: Guo, Yunlong
- New search for: Koohmishi, Mehdi
- New search for: Kaewunruen, Sakdirat
- New search for: Chang, Ling
- New search for: Guo, Yunlong
In:
Automation in Construction
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162
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2024
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Advancing railway track health monitoring: Integrating GPR, InSAR and machine learning for enhanced asset management
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Contributors:Koohmishi, Mehdi ( author ) / Kaewunruen, Sakdirat ( author ) / Chang, Ling ( author ) / Guo, Yunlong ( author )
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Published in:
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Publisher:
- New search for: The Authors
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Publication date:2024-03-08
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 162
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Crack segmentation on steel structures using boundary guidance modelHe, Zhili / Chen, Wang / Zhang, Jian / Wang, Yu-Hsing et al. | 2024
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Residential floor plans: Multi-conditional automatic generation using diffusion modelsZeng, Pengyu / Gao, Wen / Yin, Jun / Xu, Pengjian / Lu, Shuai et al. | 2024
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Editorial Board| 2024
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An average pooling designed Transformer for robust crack segmentationChen, Zhaohui / Asadi Shamsabadi, Elyas / Jiang, Sheng / Shen, Luming / Dias-da-Costa, Daniel et al. | 2024
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Omni-Scan2BIM: A ready-to-use Scan2BIM approach based on vision foundation models for MEP scenesWang, Boyu / Chen, Zhengyi / Li, Mingkai / Wang, Qian / Yin, Chao / Cheng, Jack C.P. et al. | 2024
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Human behaviour simulation for promoting usefulness and user-centric values in parametric designHong, Seung Wan / Lee, Jin / Lee, Jin Kook et al. | 2024
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Leveraging local neighborhood features in 3D unstructured point cloud data for geometry-based automated damage delineationAreti, Madhu / Hasnain, Zohaib et al. | 2024
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Customized particle swarm optimization for harmonizing multi-section construction projectsTomczak, Michał / Jaśkowski, Piotr et al. | 2024
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Computer-aided rotary crane stability assessmentKwiatoń, Paweł / Cekus, Dawid / Waryś, Paweł et al. | 2024
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Construction supply chain risk managementBaghalzadeh Shishehgarkhaneh, Milad / Moehler, Robert C. / Fang, Yihai / Aboutorab, Hamed / Hijazi, Amer A. et al. | 2024
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An unsupervised low-light image enhancement method for improving V-SLAM localization in uneven low-light construction sitesChen, Xinyu / Yu, Yantao et al. | 2024
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IFC data extension for real-time safety monitoring of automated construction in high-rise building projectsHu, Ruibo / Chen, Ke / Jiang, Weiguang / Luo, Hanbin et al. | 2024
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Optical see-through augmented reality fire safety training for building occupantsPaes, Daniel / Feng, Zhenan / King, Maddy / Khorrami Shad, Hesam / Sasikumar, Prasanth / Pujoni, Diego / Lovreglio, Ruggiero et al. | 2024
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Advances in formwork automation, structure and materials in concrete constructionGappmaier, Peter / Reichenbach, Sara / Kromoser, Benjamin et al. | 2024
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Simulation of autonomous resource allocation through deep reinforcement learning-based portfolio-project integrationSoleymani, Maryam / Bonyani, Mahdi / Wang, Chao et al. | 2024
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Automatic assembly of prefabricated components based on vision-guided robotLiu, Chenyu / Wu, Jing / Jiang, Xinlang / Gu, Yunfan / Xie, Luqi / Huang, Zhengrong et al. | 2024
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Predictive models in machine learning for strength and life cycle assessment of concrete structuresDinesh, A. / Rahul Prasad, B. et al. | 2024
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Ethics of artificial intelligence and robotics in the architecture, engineering, and construction industryLiang, Ci-Jyun / Le, Thai-Hoa / Ham, Youngjib / Mantha, Bharadwaj R.K. / Cheng, Marvin H. / Lin, Jacob J. et al. | 2024
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Concrete forensic analysis using deep learning-based coarse aggregate segmentationUllah, Mati / Mir, Junaid / Husain, Syed Sameed / Shahid, Muhammad Laiq Ur Rahman / Ahmad, Afaq et al. | 2024
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Intelligent green retrofitting of existing buildings based on case-based reasoning and random forestLiu, Tianyi / Ma, Guofeng / Wang, Ding / Pan, Xinming et al. | 2024
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Automated BIM generation for large-scale indoor complex environments based on deep learningMahmoud, Mostafa / Chen, Wu / Yang, Yang / Li, Yaxin et al. | 2024
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Computer vision-based real-time continuous monitoring of the pose for large-span bridge cable lifting structuresTang, Yao / Huang, Bo / Wang, Shaorui / Zhou, Jianting / Xiang, Zhengsong / Sheng, Chengchong / He, Chang / Wang, Haizhu / Ruan, Lingyu et al. | 2024
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Cellular network-based IIoT architecture for time-critical control tasks of building automationLi, Xinyue / Wang, Shengwei / Cao, Jiannong et al. | 2024
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Cascade refinement extraction network with active boundary loss for segmentation of concrete cracks from high-resolution imagesDeng, Lu / Yuan, Huaqing / Long, Lizhi / Chun, Pang-jo / Chen, Weiwei / Chu, Honghu et al. | 2024
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Real-time risk assessment of multi-parameter induced fall accidents at construction sitesCheng, Min-Yuan / Vu, Quoc-Tuan / Teng, Ren-Kwei et al. | 2024
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Towards accurate correspondence between BIM and construction using high-dimensional point cloud feature tensorJia, Shoujun / Liu, Chun / Wu, Hangbin / Guo, Zhijian / Peng, Xuming et al. | 2024
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Deep neural networks for corporate misconduct prediction in construction industry using data from social networksWang, Ran / Liu, Yanyan / Xue, Bin / Liu, Bingsheng / Meng, Junna et al. | 2024
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3D object recognition using deep learning for automatically generating semantic BIM dataRogage, Kay / Doukari, Omar et al. | 2024
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Machine learning in construction and demolition waste management: Progress, challenges, and future directionsGao, Yu / Wang, Jiayuan / Xu, Xiaoxiao et al. | 2024
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Data-driven excavation trajectory planning for unmanned mining excavatorZhang, Tianci / Fu, Tao / Ni, Tao / Yue, Haifeng / Wang, Yongpeng / Song, Xueguan et al. | 2024
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Review of simultaneous localization and mapping (SLAM) for construction robotics applicationsYarovoi, Andrew / Cho, Yong Kwon et al. | 2024
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Multi-skilled resource-constrained multi-project scheduling problem with dexterity improvement of workforceMozhdehi, Saleh / Baradaran, Vahid / Hosseinian, Amir Hossein et al. | 2024
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Automated detection of railway defective fasteners based on YOLOv8-FAM and synthetic data using style transferQiu, Shi / Cai, Benxin / Wang, Weidong / Wang, Jin / Zaheer, Qasim / Liu, Xianhua / Hu, Wenbo / Peng, Jun et al. | 2024
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Parameterized modeling and safety simulation of shield tunnel based on BIM-FEM automation frameworkHuang, Hao / Ruan, Bin / Wu, Xianguo / Qin, Yawei et al. | 2024
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Enhanced co-design and evaluation of a collective robotic construction system for the assembly of large-scale in-plane timber structuresLeder, Samuel / Kim, HyunGyu / Sitti, Metin / Menges, Achim et al. | 2024
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From dense point clouds to semantic digital models: End-to-end AI-based automation procedure for Manhattan-world structuresMehranfar, Mansour / Braun, Alexander / Borrmann, André et al. | 2024
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Network for robust and high-accuracy pavement crack segmentationZhang, Yingchao / Liu, Cheng et al. | 2024
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Advancing railway track health monitoring: Integrating GPR, InSAR and machine learning for enhanced asset managementKoohmishi, Mehdi / Kaewunruen, Sakdirat / Chang, Ling / Guo, Yunlong et al. | 2024
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Electric shovel trajectory tracking with inversion sliding mode based on Lyapunov functionsChen, Zeren / Guan, Wei / Guo, Jianbo / Xue, Duomei / Liu, Zhengbin / Wang, Guoqiang / Quan, Long et al. | 2024
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Width estimation of hidden cracks in tunnel lining based on time-frequency analysis of GPR data and back propagation neural network optimized by genetic algorithmHou, Lili / Zhang, Qian / Du, Yanliang et al. | 2024
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Digital twins in the built environment: Definition, applications, and challengesAlBalkhy, Wassim / Karmaoui, Dorra / Ducoulombier, Laure / Lafhaj, Zoubeir / Linner, Thomas et al. | 2024
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Enriching BIM models with fire safety equipment using keypoint-based symbol detection in escape plansSchönfelder, Phillip / Aziz, Angelina / Bosché, Frédéric / König, Markus et al. | 2024
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Exploring three pillars of construction robotics via dual-track quantitative analysisLiu, Yuming / Alias, Aidi Hizami Bin / Haron, Nuzul Azam / Bakar, Nabilah Abu / Wang, Hao et al. | 2024
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BIM-based automated rule-checking in the AECO industry: Learning from semiconductor manufacturingSolihin, Wawan / Liu, Ziwen / Lu, Yujie / Wei, Lai et al. | 2024
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Automated component delivery management under uncertainty for prefabricated buildings to minimize cost and harmful emissionsZhang, Xuan / Zhang, Xueqing et al. | 2024
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Vision-based real-time process monitoring and problem feedback for productivity-oriented analysis in off-site constructionChen, Xue / Wang, Yiheng / Wang, Jingwen / Bouferguene, Ahmed / Al-Hussein, Mohamed et al. | 2024
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Deep learning-based 3D digital damage map of vertical-type tunnels using unmanned fusion data scanningJang, Keunyoung / Park, Sinzeon / Jung, Hyunjun / Yoo, Hoon / An, Yun-Kyu et al. | 2023