Portrait of Dr. Xiaohua Luo

Dr. Xiaohua Luo

  • Asst Professor of Instruction at Ingram School of Engineering, College of Science & Engineering

Scholarly and Creative Works

2025

  • Luo, X., Gong, H., Tao, J., Wang, F., & Minifie, J. R. (2025). Improving Data Quality of Automated Pavement Condition Data Collection: Summary of State of the Practices of Transportation Agencies and Views of Professionals. Journal of Transportation Engineering, Part B: Pavements, 148(3).
  • Luo, X., Mahajan, G. R., Wang, F., Gong, H., & Hong, F. (n.d.). Precision Assessment of Automated Pavement Condition Data Collection Using Pavement Annual Rating Data.
  • Luo, X., Mahajan, G. R., Wang, F., Gong, H., Hong, F., & Tao, J. (n.d.). Precision Assessment of Automated Pavement Condition Data Collection Using Annual Rating Data  . International Journal of Transportation Science and Technology.

2024

  • Wang, F., Luo, X., Tao, J., Mahajan, G. R., & Faieq, A. (2024). Improve Data Quality for Automated Pavement Distress Data Collection. Austin, TX, United States: Texas Department of Transportation, Federal Highway Administration.
  • Tao, J., Luo, X., Wang, F., Faieq, A., Gong, H., & Qiu, X. (2024). Achieving quality assurance in accepting automated pavement condition data: threshold development and error pattern analysis. International Journal of Pavement Engineering, 25(1). https://doi.org/10.1080/10298436.2024.2433614
  • Tao, J., Luo, X., Wang, F., Faieq, A., Gong, H., & Qiu, X. (2024). Achieving quality assurance in accepting automated pavement condition data: threshold development and error pattern analysis. International Journal of Pavement Engineering, 25(1).
  • Luo, X., Tao, J., Wang, F., Faieq, A., Gong, H., & Hong, F. (2024). Enhancing Reliability in Automated Pavement Condition Data with a Data Quality Check Approach for Highway Agencies. Transportation Research Record.
  • Gong, H., Luo, X., Tao, J., & Wang, F. (2024). Study of Key Factors in Pavement Distress Segmentation Using Deep Learning Techniques.
  • Tao, J., Luo, X., Wang, F., Faieq, A., Gong, H., & Qiu, X. (2024). Achieving Quality Assurance in Receiving Automated Pavement Condition Data: Threshold Development and Error Pattern Analysis.

2023

  • Tao, J., Wang, F., Luo, X., Gong, H., Qiu, X., & Faieq, A. (2023). Developing the quality assurance thresholds for screening automated pavement condition data using prediction interval methods. International Journal of Pavement Engineering, 24(1). https://doi.org/10.1080/10298436.2023.2222335
  • Gong, H., Tešić, J., Tao, J., Luo, X., & Wang, F. (2023). Automated Pavement Crack Detection with Deep Learning Methods: What Are the Main Factors and How to Improve the Performance? Transportation Research Record: Journal of the Transportation Research Board, 2677(10), 311–323. https://doi.org/10.1177/03611981231161358
  • Tao, J., Wang, F., Luo, X., Gong, H., Qiu, X., & Faieq, A. (2023). Developing the Quality Assurance Thresholds for Screening Automated Pavement Condition Data Using Prediction Interval Methods. International Journal of Pavement Engineering, 24(1). https://doi.org/https://doi.org/10.1080/10298436.2023.2222335
  • Gong, H., Tesic, J., Tao, J., Luo, X., & Wang, F. (2023). Automated Pavement Crack Detection with Deep Learning Methods: What Are Main Factors and How to Improve the Performance? Transportation Research Record. https://doi.org/https://doi.org/10.1177/036119812311613
  • Bhandari, S., Luo, X., & Wang, F. (2023). Understanding the effects of structural factors and traffic loading on flexible pavement performance. International Journal of Transportation Science and Technology, 12(1), 258–272. https://doi.org/10.1016/j.ijtst.2022.02.004

2022

  • Bhandari, S., Luo, X., & Wang, F. (2022). Understanding the Effects of Structural Factors and Traffic Loading on Pavement Performance. International Journal of Transportation Science and Technology.
  • Tao, J., Gong, H., Wang, F., Luo, X., Qiu, X., & Huang, Y. (2022). Three-Dimensional Automated Segmentation of Air Voids in Hardened Concrete Using Photometric Stereo Method.
  • Tao, J., Gong, H., Wang, F., Luo, X., Qiu, X., & Huang, Y. (2022). Automated image segmentation of air voids in hardened concrete surface using photometric stereo method. International Journal of Pavement Engineering, 23(14), 5168–5185. https://doi.org/10.1080/10298436.2021.2001811
  • Luo, X., Gong, H., Tao, J., Wang, F., Minifie, J. R., & Qiu, X. (2022). Improving Data Quality of Automated Pavement Condition Data Collection: Summary of State of the Practices of Transportation Agencies and Views of Professionals. Journal of Transportation Engineeirng Part B: Pavements, 148(3).
  • Luo, X., Wang, F., Gong, H., Tao, J., Qiu, X., & Wang, N. (2022). Effectiveness Evaluation of Preventive Maintenance Treatments on Asphalt Pavement Performance Using LTPP Data. International Journal of Pavement Research and Technology, 15(5), 1139–1154. https://doi.org/10.1007/s42947-021-00078-2
  • Tao, J., Gong, H., Wang, F., Luo, X., Qiu, X., & Liu, J. (2022). Deep Learning Based Automated Segmentation of Air-Void System in Hardened Concrete Surface Using Three Dimensional Reconstructed Images. Construction and Building Materials, 324.
  • Bhandari, S., Wang, F., & Luo, X. (2022). Understanding the effects of structural factors and traffic loading on flexible pavement performance. International Journal of Transportation Science and Technology. https://doi.org/https://doi.org/10.1016/j.ijtst.2022.02.004

2021

  • Tao, J., Gong, H., Wang, F., Luo, X., Qiu, X., & Huang, Y. (2021). Automated Image Segmentation of Air Voids in Hardened Concrete Using Photometric Stereo Three-Dimensional Reconstruction Method. International Journal of Pavement Engineering. https://doi.org/DOI: 10.1080/10298436.2021.2001811
  • Luo, X., Wang, F., Gong, H., Tao, J., Qiu, X., & Wang, N. (2021). Effectiveness Evaluation of Preventive Maintenance Treatments on Asphalt Pavement Performance Using LTPP Data. International Journal of Pavement Research and Technology. https://doi.org/https://doi.org/10.1007/s42947-021-00078-2
  • Luo, X., Wang, F., Bhandari, S., Wang, N., & Qiu, X. (2021). Effectiveness evaluation and influencing factor analysis of pavement seal coat treatments using random forests. Construction and Building Materials, 282, 122688. https://doi.org/10.1016/j.conbuildmat.2021.122688
  • Luo, X., Wang, F., Bhandari, S., Wang, N., & Qiu, X. (2021). Effectiveness Evaluation and Influencing Factor Analysis of Pavement Seal Coat Treatments using Random Forests. Construction and Building Materials, 282. https://doi.org/https://doi.org/10.1016/j.conbuildmat.2021.122688
  • Tao, J., Gong, H., Wang, F., Luo, X., Qiu, X., & Huang, Y. (2021). Three-Dimensional Automated Segmentation of Air Voids in Hardened Concrete Using Photometric Stereo Method. Retrieved from https://trid.trb.org/view/1759715

2020

  • Luo, X., Wang, F., Wang, N., Qiu, X., & Tao, J. (2020). Evaluation of Warranty and Non-warranty Pavement Performance Using Survival Analysis. Journal of Transportation Engineering, ASCE, 146(1).
  • Luo, X., Wang, F., Wang, N., & Amini Farshad. (2020). Factor analysis of maintenance decisions for warranty pavement projects using mixed-effects logistic regression. International Journal of Pavement Engineering.
  • Tao, J., Luo, X., Qiu, X., & Wang, F. (2020). Data quality assessment of automated pavement cracking measurements in Mississippi. International Journal of Pavement Research and Technology, https://doi.org/ 10.1007/s42947-020-0331-6. https://doi.org/https://doi.org/10.1007/s42947-020-0331-6
  • Luo, X., Wang, F., Wang, N., Qiu, X., Amini, F., & Tao, J. (2020). Analyses of Influencing Factors for Maintenance Decisions in Pavement Warranty Program. International Journal of Pavement Engineering. https://doi.org/https://doi.org/10.1080/10298436.2020.1766039

2019

  • Luo, X., Wang, F., Wang, N., Tao, J., Qiu, X., & Farshad, A. (2019). Rebuilding the Distress Thresholds for Pavement Warranty Program in Mississippi. Journal of TRB, Transportation Research Record, 2673(2).
  • Luo, X., Wang, F., Wang, N., Tao, J., & Qiu, X. (2019). Rebuilding the Distress Thresholds for Pavement Warranty Program in Mississippi.
  • Luo, X., Wang, F., Wang, N., Tao, J., Qiu, X., & Amini, F. (2019). Rebuilding the Distress Thresholds for Pavement Warranty Program in Mississippi. Transportation Research Record: Journal of the Transportation Research Board, 2673(2), 323–334. https://doi.org/10.1177/0361198118823497

2018

  • Qi, Y., Wang, F., El Gendy, A., & Luo, X. (2018). Evaluation of Pavement Warranty Thresholds based on Survey Study and Analysis of Pavement Management System Data. Advances in Transportation Studies.
  • Luo, X., Wu, S., Tao, J., Wang, F., & Wang, N. (2018). Developing Mixed-Effect Logistic Regression Classification for the Maintenance Decision of Pavement Warranty Program.
  • Wang, F., Farshad, A., Luo, X., & Tao, J. (2018). Update and Documentation of MDOT Warranty Process and Distress Thresholds (No. FHWA/MDOT-RD-18-273).
  • Qiu, X., Xiao, S., Yang, Q., & Luo, X. (2018). Asphalt-Aggregate Interface Failure Mechanism and Its Characterization Methods. In Transportation Research Congress 2016 (pp. 182–194). American Society of Civil Engineers. https://doi.org/10.1061/9780784481240.019
  • Luo, X., Wang, F., Wang, N., Qiu, X., & Tao, J. (2018). Survival Analysis of Warranty and Non-Warranty Pavement Performance using Pavement Management System Data. Retrieved from https://trid.trb.org/Results?txtKeywords=Survival%20Analysis%20of%20Warranty%20and%20Non-Warranty%20Pavement%20Performance%20using%20Pavement%20Management%20System%20Data%20&txtTitle=&txtSerial=&ddlSubject=&txtReportNum=&ddlTrisfile=&txtIndex=&specificTerms=&txtAgency=&sourceagency=&txtAuthor=&ddlResultType=&chkFulltextOnly=&recordLanguage=&subjectLogic=or&dateStart=&dateEnd=&rangeType=emptyrange&sortBy=publisheddate&sortOrder=DESC&rpp=25#/View/1495704

2017

  • Luo, X., & Wang, F. (2017). Revisiting Distress Thresholds of MDOT’s Pavement Warranty System.
  • Smith, C., Wang, F., Qi, Y., El Gendy, A., & Luo, X. (2017). Evaluation of MDOT’s Distress Thresholds for Maintained Pavement Projects.

2016

  • Luo, X., Yang, Q., Qiu, X., & Xiao, S. (2016). Detecting and Expressing of Asphalt Materials Modulus Considering Temperature Effect. Key Engineering Materials.
  • Yang, Q., Luo, X., Qiu, X., & Wu, J. (2016). Analysis on Mechanical Behavior Characteristics of Stabilized Clay under the Coexistence Condition of Acidic and Alkalic Additives. Journal of Highway Transportation Research and Development, 33(6).
  • Yang, Q., Luo, X., Qiu, X., Huang, X., & Tao, J. (2016). Selection Analysis of Road Material based on Multi-level Fuzzy Comprehensive Evaluation Method. Journal of Zhejiang Normal University (Natural Science), 39(1).
  • Luo, X., Qiu, X., & Wu, J. (2016). Micro-treatment Mechanism Study on Ionic Soil Stabilizer Improving Clay. Key Engineering Materials.

2015

  • Yang, Q., Luo, X., Qiu, X., & Wu, J. (2015). Analysis of Microstructure Characteristics and Stabilization Mechanism of Ionic Soil Stabilizer Treated Clay. Journal of Highway and Transportation Research and Development.
  • Yang, Q., Xiao, S. L., Qiu, X., Luo, X., & Wang, Y. J. (2015). Mechanics Mechanism Analysis of Asphalt-Aggregate Interface Damage. Key Engineering Materials, 667, 359–364. https://doi.org/10.4028/www.scientific.net/kem.667.359

2014

  • Qiu, X., Luo, X., & Yang, Q. (2014). Study on Correction Method of Subgrade Modulus Based on FWD. Key Engineering Materials.
  • Qiu, X., Luo, X., & Yang, Q. (2014). Influence of Cracking Damage on Deflection Basin Test Data of FWD. Key Engineering Materials.

2009

  • Chen, Y., She, H., Luo, X., Yue, G.-H., & Peng, D.-L. (2009). Solution-phase synthesis of nickel phosphide single-crystalline nanowires. Journal of Crystal Growth, 311(4), 1229–1233. https://doi.org/10.1016/j.jcrysgro.2008.11.094