Development of an image data set of construction machines for deep learning object detection B Xiao, SC Kang Journal of Computing in Civil Engineering 35 (2), 05020005, 2021 | 115 | 2021 |
Vision-based method integrating deep learning detection for tracking multiple construction machines B Xiao, SC Kang Journal of Computing in Civil Engineering 35 (2), 04020071, 2021 | 73 | 2021 |
Recent advancements of robotics in construction B Xiao, C Chen, X Yin Automation in Construction 144, 104591, 2022 | 66 | 2022 |
Two-dimensional visual tracking in construction scenarios: A comparative study B Xiao, Z Zhu Journal of Computing in Civil Engineering 32 (3), 04018006, 2018 | 48 | 2018 |
Vision-based method for tracking workers by integrating deep learning instance segmentation in off-site construction B Xiao, H Xiao, J Wang, Y Chen Automation in Construction 136, 104148, 2022 | 45 | 2022 |
A vision-based method for automatic tracking of construction machines at nighttime based on deep learning illumination enhancement B Xiao, Q Lin, Y Chen Automation in Construction 127, 103721, 2021 | 42 | 2021 |
A semi-supervised learning detection method for vision-based monitoring of construction sites by integrating teacher-student networks and data augmentation B Xiao, Y Zhang, Y Chen, X Yin Advanced engineering informatics 50, 101372, 2021 | 28 | 2021 |
Vision-based method for semantic information extraction in construction by integrating deep learning object detection and image captioning Y Wang, B Xiao, A Bouferguene, M Al-Hussein, H Li Advanced Engineering Informatics 53, 101699, 2022 | 27 | 2022 |
Automatic vision-based calculation of excavator earthmoving productivity using zero-shot learning activity recognition C Chen, B Xiao, Y Zhang, Z Zhu Automation in Construction 146, 104702, 2023 | 21 | 2023 |
Vision-based method of automatically detecting construction video highlights by integrating machine tracking and CNN feature extraction B Xiao, X Yin, SC Kang Automation in Construction 129, 103817, 2021 | 16 | 2021 |
Design of a Robotic Software Package for Modular Home Builder CH Yang, TH Wu, B Xiao, SC Kang | 16 | 2019 |
Deep learning image captioning in construction management: a feasibility study B Xiao, Y Wang, SC Kang Journal of Construction Engineering and Management 148 (7), 04022049, 2022 | 13 | 2022 |
Deep Learning Detection for Real-time Construction Machine Checking B Xiao, SC Kang | 13 | 2019 |
Surface defect detection of civil structures using images: Review from data perspective J Guo, P Liu, B Xiao, L Deng, Q Wang Automation in Construction 158, 105186, 2024 | 10 | 2024 |
Prediction of human restorative experience for human-centered residential architecture design: a non-immersive VR–DOE-based machine learning method Y Zhang, B Xiao, M Al-Hussein, X Li Automation in Construction 136, 104189, 2022 | 9 | 2022 |
Investigation of edge computing in computer vision-based construction resource detection C Chen, H Gu, S Lian, Y Zhao, B Xiao Buildings 12 (12), 2167, 2022 | 7 | 2022 |
A framework for the elderly first aid system by integrating vision-based fall detection and BIM-based indoor rescue routing Y Chen, Y Zhang, B Xiao, H Li Advanced Engineering Informatics 54, 101766, 2022 | 7 | 2022 |
Perceptions for crane operations B Xiao, KYK Lam, J Cui, SC Kang ASCE International Conference on Computing in Civil Engineering 2019, 415-421, 2019 | 5 | 2019 |
Content-based image retrieval for construction site images: leveraging deep learning–based object detection Y Wang, B Xiao, A Bouferguene, M Al-Hussein, H Li Journal of Computing in Civil Engineering 37 (6), 04023035, 2023 | 2 | 2023 |
Vision-Based Detection Method for Construction Site Monitoring by Integrating Data Augmentation and Semisupervised Learning M Shi, C Chen, B Xiao, JO Seo Journal of Construction Engineering and Management 150 (5), 04024027, 2024 | 1 | 2024 |