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​Published Journal Articles 

(* Corresponding author, ⇟ Students/Post-doc fellow supervised)

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[J25] Proactive safety hazard identification using visual–text semantic similarity for construction safety management

Wang, Y., Xiao, B.*, Bouferguene, A., & Al-Hussein, M.  (2024)

Automation in Construction, 166, 105602.

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[J24] Deep Learning-based Image Steganography for Visual Data Cybersecurity in Construction Management

Chen, C., Zhang, Y.; Xiao, B.*; Cheng, M.; Zhang, J. & Li, H. (2024)

Journal of Construction Engineering and Management, 150 (10), 4024125.

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[J23] A systematic review and evaluation of synthetic simulated data generation strategies for deep learning applications in construction

Xu, L., Liu, H., Xiao, B., Luo, X., & Zhu, Z. (2024)

Advanced Engineering Informatics, 62,102699.

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[J22] Evaluation of sweat-based biomarkers using wearable biosensors for monitoring stress and fatigue: a systematic review

Jie, M., Li, H., Anwer, S., Umer, W., Antwi-Afari, M. F., & Xiao, B. (2024)

International Journal of Occupational Safety and Ergonomics, 1-27.

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[J21] Vision-based detection method for construction site monitoring by integrating data augmentation and semi-supervised learning

Shi, M.⇟, Chen, C., Xiao, B.*, & Seo J. (2024)

Journal of Construction Engineering and Management, 150 (5), 04024027.

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[J20] Generative AI-powered architectural exterior conceptual design based on the design intent

Shi, M.⇟, Seo, J., Cha, S. H., Xiao, B., & Chi, H. L. (2024)

 Journal of Computational Design and Engineering, qwae077.

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[J19] Integrating Virtual Reality and Consensus Models for Streamlined Built Environment Design Collaboration

Zhang, Y., Xiao, B., & Li, X. (2024)

Journal of Construction Engineering and Management, 150 (5), 04024010.

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[J18] Recent advancements of human-centered design in building engineering: A comprehensive review

Zhang, Y., Chen, J., Liu, H., Chen, Y., Xiao, B.*, & Li, H. (2024)

Journal of Building Engineering, 108529

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[J17] Surface defect detection of civil structures using images: Review from data perspective

Guo, J., Liu, P., Xiao, B., Deng, L., & Wang, Q. (2024)

Automation in Construction, 158, 105186

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[J16] Content-based Image Retrieval for Construction Site Images: Leveraging Deep Learning-based Object Detection

Wang, Y.⇟, Xiao, B.*, Bouferguene, A., Al-Hussein, M., & Li, H. (2023)

Journal of Computing in Civil Engineering, 37(6), 04023035

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[J15] Automatic vision-based calculation of excavator earthmoving productivity using zero-shot learning activity recognition

Chen, C.⇟, Xiao, B.*, Zhang Y., & Zhu, Z. (2023)

Automation in Construction, 146, 104702

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[J14] Investigation of edge computing in computer vision-based construction resource detection

Chen, C.⇟, Gu, H., Lian S., Zhao, Y., & Xiao, B.* (2022)

Buildings, 12 (12), 2167

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[J13] Recent Advances in Robotics in Construction

Xiao, B., Chen, C., & Yin, X.  (2022)

Automation in Construction, 144, 104591

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[J12] A framework for the elderly first aid system by integrating vision-based fall detection and BIM-based indoor rescue routing

Chen, Y., Zhang, Y., Xiao, B.*, & Li, H. (2022)

Advanced Engineering Informatics, 54, 101766

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[J11] Vision-based method for semantic information extraction in construction by integrating deep learning object detection and image captioning

Wang, Y.⇟, Xiao, B.*, Bouferguene, A., Al-Hussein, M., & Li, H. (2022)

Advanced Engineering Informatics, 53, 101699

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[J10] Deep Learning Image Captioning in Construction Management: A Feasibility Study

Xiao, B., Wang, Y., & Kang, S. C. (2022)

Journal of Construction Engineering and Management, 148(7), 04022049

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[J9] Prediction of human restorative experience for human-centered residential architecture design: A non-immersive VR–DOE-based machine learning method

Zhang, Y., Xiao, B., Al-Hussein, M., & Li, X. (2022)

Automation in Construction, 136, 104189

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[J8] Vision-based method for tracking workers by integrating deep learning instance segmentation in off-site construction

Xiao, B., Xiao, H., Wang, J., & Chen, Y. (2022)

Automation in Construction, 136, 104148

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[J7] A semi-supervised learning detection method for vision-based monitoring of construction sites by integrating teacher-student networks and data augmentation

Xiao, B., Zhang, Y., Chen, Y., & Yin, X. (2021)

Advanced Engineering Informatics, 50, 101372

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[J6] Vision-based method of automatically detecting construction video highlights by integrating machine tracking and CNN feature extraction

Xiao, B., Yin, X., & Kang, S. C. (2021)

Automation in construction, 129, 103817

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[J5] A vision-based method for automatic tracking of construction machines at nighttime based on deep learning illumination enhancement

Xiao, B., Lin, Q., & Chen, Y. (2021)

Automation in Construction, 127, 103721

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[J4] Vision-based method integrating deep learning detection for tracking multiple construction machines

Xiao, B., & Kang, S. C. (2021)

Journal of Computing in Civil Engineering, 35(2), 04020071

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[J3] Development of an image data set of construction machines for deep learning object detection

Xiao, B., & Kang, S. C. (2021)

Journal of Computing in Civil Engineering, 35(2), 05020005

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[J2] Two-dimensional visual tracking in construction scenarios: A comparative study

Xiao, B., & Zhu, Z. (2018)

Journal of Computing in Civil Engineering, 32(3), 04018006

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[J1] 2D Part-based visual tracking of hydraulic excavators

Xiao, B., Chen, R., & Zhu. Z. (2016)

World Journal of Engineering and Technology, 4(3), 101-111

Conference Proceedings (* Corresponding author)

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[C4] Understanding Age-Friendliness in Urban Built Environments: A Bibliometric Analysis and Visualization

Zhao, A., Chen, Y., Zhang, Y., Xiao, B., Li, L., & Yin, X. (2023)

In 2023 International Conference on Construction and Real Estate Management

(pp. 135-148).

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[C3] Perceptions for crane operations

Xiao, B., Lam, K. Y. K., Cui, J., & Kang, S. C. (2019)

In Computing in Civil Engineering 2019: Data, Sensing, and Analytics

(pp. 415-421). Reston, VA: American Society of Civil Engineers

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[C2] Deep learning detection for real-time construction machine checking

Xiao, B., & Kang, S. C. (2019)

In ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction (Vol. 36, pp. 1136-1141). IAARC Publications

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[C1] Design of a robotic software package for modular home builder

Yang, C. H., Wu, T. H., Xiao, B., & Kang, S. C. (2019)

In ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction (Vol. 36, pp. 1217-1222). IAARC Publications

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