陶珏强

基本信息Personal Information

讲师

主要任职 : 讲师

其他任职 : 班主任

曾获荣誉 : 2022 “互联网+”大学生创新创业大赛三等奖 2022 Student Government Scholarship 2019 校优秀毕业论文 2019 研究生国家奖学金 2018 浙江师范大学优秀毕业生 2016 浙江师范大学第二届“正达”企业奖学金 2015 浙江师范大学优秀学生“研究与创新奖学金” 2015 浙江师范大学优秀学生“二等奖学金” 2015 浙江师范大学第一届“正达”企业奖学金 2014 第十一届大学生结构设计大赛“二等奖”

性别 : 男

毕业院校 : Texas State University

学历 : 博士研究生毕业

学位 : 博士学位

在职信息 : 在岗

所在单位 : 工学院

入职时间 : 2023年09月04日

学科 : 交通运输

办公地点 : 浙江省金华市迎宾大道688号工学院31幢206室

联系方式 : 电话:18329021422 邮箱:zjnu_tjq@zjnu.edu.cn

Email :

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个人简介Personal Profile

陶珏强,男,中国共产党员,博士,博士后,毕业于美国德克萨斯州立大学现为浙江师范大学工学院教师,硕士生导师,道路与交通工程研究中心成员。近年来,参与完成多项美国国家自然科学基金项目和德克萨斯州交通厅项目,发表论文20余篇,其中SCI/EI收录10,授权专利10余项,其中美国发明专利1项。指导学生获浙江省国际大学生创新大赛银奖,立项国家级大学生创新创业训练计划1项等。研究方向:路面管理信息系统体系架构研究、全自动路面病害检测技术研究、PMS数据质量可靠性分析与优化研究道路基础设施全生命周期养护与管理等

参与撰写的项目及基金:

1. 浙江师范大学,基于多模态图像融合技术的沥青路面病害检测关键技术研究$2000012/2023-现在。青年博士专项(进行中)

2.  德州交通厅(Texas Department of Transportation, ‘Artificial Intelligence for Pavement Condition Assessment from 2D/3D Surface Images.’, $451,875, 09/2022-现在. 德州交通厅, 美国(进行中)

2.  德州交通厅(Texas Department of Transportation,  ‘Improve Data Quality for Automated Pavement Distress Data Collection.’, $ 449,720.00/2021-现在. 德州交通厅, 美国(进行中)

3.   Partnerships for Innovation (PFI), ‘Using artificial intelligence to improve the accuracy of automated pavement condition data collection.’, $250,000, 08/2022-现在. 美国国家自然科学基金(National Science Foundation, 美国(进行中)

4.   Co-EL, National Innovation Network Teams Program (I-Corps Teams), “StarImage: cost-effectiveness improved automated pavement condition survey system.”, $50,000, 01/2021-06/2022. 美国国家自然科学基金(National Science Foundation, 美国(已结题)

5.   Co-ELTexas State I-Corps Site for Entrepreneurship project“3D Image Processing for Automated Measurement of Air-void Systems in Concrete Samples.” $3,000, 11/2019-04/2020. 美国国家自然科学基金(National Science Foundation),美国(已结题)

       6.  密西西比交通厅(Mississippi Department of Transportation, ‘Update and Documentation of MDOT Warranty Process and Distress Thresholds.’, $ 450,000.00/2016-2018. 密西西比交通厅, 美国(已结题)

       7.   PI,新苗人才计划,Dynamic Perception of Ice Condition and Deicing Technology of Mountain Road.” $3000, 06/2017-09/2018. 浙江省科技厅,中国(已结题)

期刊论文发表:

1. Jueqiang Tao, Xiaohua Luo, Feng Wang, Ajmain Faieq, Haitao Gong, Xin Qiu. Achieving Quality Assurance in Accepting Automated Pavement Condition Data: Threshold Development and Error Pattern Analysis.International Journal of Pavement Engineering.

2. Jueqiang Tao, Feng Wang, Xiaohua Luo, Haitao Gong, Xin Qiu. Developing Quality Assurance Thresholds for Screening Automated Pavement Condition Data Using Prediction Interval Methods. International Journal of Pavement Engineering. Vol. 2023, 24(1) pp 1-19.

3. Jueqiang Tao, Haitao Gong, Feng Wang, Xiaohua Luo, Xin Qiu, Jinli Liu. Deep Learning based Automated Segmentation of Air-Void System in Hardened Concrete Surface Using Three Dimensional Reconstructed Images. Construction and Building Materials. Vol. 2022, 324 pp 126717.

4. Jueqiang Tao, Haitao Gong, Feng Wang, Xiaohua Luo, Xin Qiu, Yaxiong Huang. Automated Image Segmentation of Air Voids on Hardened Concrete Surface using Photometric Stereo Three-Dimensional Reconstruction Method. International Journal of Pavement Engineering. Vol. 2022, 23(14) pp 5168-5185.

5. Jueqiang Tao, Xiaohua Luo, Xin Qiu, Feng Wang. Data Quality Assessment of Automated Pavement Cracking Measurements in Mississippi. International Journal of Pavement Research and Technology. Vol. 2021,14(2) pp 117-128. 

6. Jueqiang Tao, Wenyan Lin, Xiaohua Luo, Xin Qiu, Jinhong Wu. Compressive Strength Analysis of Ionic Soil Stabilizer Improving Soil. Key Engineering Materials, Vol. 2015,667 pp 341-346.

7. Xin Qiu, Jueqiang Tao, Lifang Tao, Haojue Hong, Shanglin Xiao. 沥青路面结冰条件判别标准及SVM预测分析. 公路交通科技. Vol. 2018, 35(7) pp 1-8. 

8. Zhennong Tang, Jueqiang Tao. 加热型沥青路面路表温度预估分析模型研究. 湖南交通科技. Vol. 2017,43(3) pp 22-24.

9. Xin Qiu, Jueqiang Tao, Junqing Shi, Jinhong Wu, Wenyan Lin. 热夹层条件下沥青路面温度梯度分布特征研究. 浙江师范大学学报 (自然科学版). Vol. 2017, 40(2) pp 221-227.

10. Qing Yang, Jueqiang Tao, Xin Qiu. 基于 Manhattan 距离的城市轨道交通布控研究. 浙江师范大学学报 (自然科学版). Vol. 2015, 38(3) pp 273-278. 

11. Haitao Gong, Jelena Tešić, Jueqiang Tao, Xiaohua Luo, Feng Wang. Automated Pavement Crack Detection with Deep Learning Methods: What Are Main Factors and How to Improve the Performance? Journal of Transportation Research Record, Vol 2023 pp 03611981231161358.

12. Xiaohua Luo, Haitao Gong, Jueqiang Tao, Feng Wang. 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, Vol. 2022,148(3) pp 04022042.

13. Jinli Liu, Yi Qi, Jueqiang Tao, Tao Tao. Analysis of the performance of machine learning models in predicting the severity level of large-truck crashes. Future transportation, Vol. 2022, 2(4), pp 939-955.

14. Xin Qiu, Jingxian Xu, Jueqiang Tao, Qing Yang. 路面结冰条件判别标准及 SVM 预测分析研究. 公路交通科技(英文版). Vol. 2018,12(4) pp 1-9. 

15. Gang Shen, Xin Qiu, Jueqiang Tao, etc. Diagnostic Testing on Crack Propagation of Asphalt Pavement Materials. Key Engineering Materials, Vol. 2015, 667 pp 396-401.

16. Xiaohua Luo, Feng Wang, Haitao Gong, Jueqiang Tao, Xin Qiu, Ningning Wang. Effectiveness Evaluation of Preventive Maintenance Treatments on Asphalt Pavement Performance Using LTPP Data. International Journal of Pavement Research and Technology (2021), pp.1-16.

17. Xiaohua Luo, Feng Wang, Ningning Wang, Jueqiang Tao, Xin Qiu, Farshad Amini. Rebuilding the Distress Thresholds for Pavement Warranty Program in Mississippi. Transportation Research Record. Vol. 2019,2673(2) pp 323-334.

18. Xin Qiu, Shanglin Xiao, Qing Yang, Jueqiang Tao, Zhiwu Liu. 压剪耦合条件下沥青-集料界面粘脱滑移特征行为研究. 浙江师范大学学报 (自然科学版). Vol. 2017,40(1) pp 91-98.

19. Qing Yang, Xiaohua Luo, Xin Qiu, Jueqiang Tao. 基于多层次模糊综合评价的路用基层材料甄选分析. 浙江师范大学学报 (自然科学版). Vol. 2015, 39(1) pp 101-107.

20. Xiaohua Luo, Feng Wang, Ningning Wang, Xin Qiu, Jueqiang Tao. Evaluation of Warranty and Non-warranty Pavement Performance Using Survival Analysis. Journal of Transportation Engineering, Part B: Pavements. Vol. 2020,146(1) pp 04019035.

评审中的论文:

       1.  Xiaohua Luo, Jueqiang Tao, Feng Wang, Ajmain Faieq, Haitao Gong. Enhancing Reliability in Automated Pavement Condition Data: A Data Quality Check Approach for Highway Agencies. Journal of TRB, Transportation Research Record.

       2.  Haitao Gong, Jueqiang Tao, Xiaohua Luo, Feng Wang. Improved One-stage Object Detection Model for Pavement Distress Detection Using 3D Pavement Surface Images. Journal of TRB, Transportation Research Record.

会议论文:

1. Jueqiang Tao, Xiaohua Luo, Feng Wang, Ajmain Faieq, Haitao Gong, Xin Qiu. Achieving Quality Assurance in Receiving Automated Pavement Condition Data: Threshold Development and Error Pattern Analysis. Transportation Research Board 103rd Annual Meeting Transportation Research Board, January 7-11, 2024.

2. Jueqiang Tao, Haitao Gong, Feng Wang, Xiaohua Luo, Xin Qiu, Jinli Liu. Deep Learning based Automated Segmentation of Air-Void System in Hardened Concrete Surface Using Three Dimensional Reconstructed Images. Transportation Research Board 101st Annual Meeting Transportation Research Board, January 10-15, 2022.

3. Jueqiang Tao, Haitao Gong, Feng Wang, Xiaohua Luo, Xin Qiu, Yaxiong Huang. Three-Dimensional Automated Segmentation of Air Voids in Hardened Concrete Using Photometric Stereo Method, Transportation Research Board 100th Annual Meeting Transportation Research Board, January 9-13, 2021.

4. Jueqiang Tao, Haitao Gong, Xiaohua Luo, Feng Wang. A Review of Molecular Dynamics Simulation Based Asphalt Self-Healing Property Studies, 2020 Advances in Materials and Pavement Performance Prediction Conference, San Antonio, US.

5. Jueqiang Tao, Xiaohua Luo., Xin Qiu, and Feng Wang, Statistical Analyses of Data Quality of Automated Pavement Cracking Measurements, Transportation Research Board 98th Annual Meeting Transportation Research Board, Washington DC, January 13-17, 2019.

6. Xiaohua Luo, Jueqiang Tao, Feng Wang, Ajmain Faieq, Haitao Gong. Enhancing Reliability in Automated Pavement Condition Data: A Data Quality Check Approach for Highway Agencies. Transportation Research Board 103rd Annual Meeting Transportation Research Board, January 7-11, 2024.

7. Haitao Gong, Jueqiang Tao, Xiaohua Luo, Feng Wang. Improved One-stage Object Detection Model for Pavement Distress Detection Using 3D Pavement Surface Images, Transportation Research Board 102nd Annual Meeting Transportation Research Board, January 9-13, 2023.

8. Haitao Gong, Jueqiang Tao, Xiaohua Luo, Feng Wang. Automated Pavement Crack Detection with Deep Learning Methods: What Are Main Factors and How to Improve the Performance? RPUG 2022, April 25-28, 2022.

9. Haitao Gong, Jueqiang Tao, Xiaohua Luo, Feng Wang. A review of asphalt and aggregate interface behavior studies using MD, 2020 Advances in Materials and Pavement Performance Prediction Conference, San Antonio, US

10. Haitao Gong, Xiaohua Luo, Jueqiang Tao, Feng Wang. Study of Key Factors in Pavement Distress Segmentation Using Deep Learning Techniques. Transportation Research Board 103rd Annual Meeting Transportation Research Board, January 7-11, 2024.

11. Xiaohua Luo, Shengnan Wu, Jueqiang Tao, Feng Wang, and Ningning Wang, Developing Mixed-Effect Logistic Regression Classification for the Maintenance Decision of Pavement Warranty Program, presented at the 8th Annual Workshop of the International Association of Chinese Infrastructure Professionals (IACIP) at the 97th TRB, Washington DC, January 7, 2018.

12. Xiaohua Luo, Feng Wang, Ningning Wang, Jueqiang Tao, Xin Qiu, and Farshad Amini, Rebuilding the Distress Thresholds for Pavement Warranty Program in Mississippi, Transportation Research Board 98th Annual Meeting Transportation Research Board, Washington DC, January 13-17, 2019.

13. Xiaohua Luo, Feng Wang, Ningning Wang, Xin Qiu, and Jueqiang Tao, Survival Analysis of Warranty and Non-warranty Pavement Performance Using Pavement Management System Data, Transportation Research Board 97th Annual Meeting Transportation Research Board, Washington DC, January 7-11, 2018.

项目技术报告:

       Feng Wang, Farshad Amini, Xiaohua Luo, and Jueqiang Tao, 2018. Update and Documentation of MDOT Warranty Process and Distress Thresholds (No. FHWA/MDOT-RD-18-273). Jackson State University, Jackson, MS, September 2018.

专利:

1. Jueqiang Tao, Feng Wang, Haitao Gong, Xiaohua Luo, Yaxiong Huang. Three-dimensional photometric reconstruction based automated air-void segmentation system for hardened concrete. US Patent.(Publication No. US-2023-0401790-A1)

2. Jueqiang Tao, Xin Qiu, Yujie Wang, Haojue Hong, Shanglin Xiao, Jinli Liu. 一种道路结冰预警系统. (Patent No. 201721508480.8)

3. Jueqiang Tao, Yujie Wang, Xin Qiu, Xiaohua Luo, Shanglin Xiao. 一种集料级配水洗测定装置. (Patent No. 201520383534.7)

4. Jueqiang Tao, Yongxiang Li, Youjia Zhao, Huizheng Zhao, Weihua Wei, Lei Li. A 一种客车用多功能可折叠餐桌. (Patent No. 201520025012.X)

5. Xin Qiu, Jueqiang Tao, Yujie Wang, Shanglin Xiao. 一种新型道路融雪喷洒装置. (Patent No. 201620789978.5)

6. Liujin Li, Yongju Hu, Jueqiang Tao, Shanglin Xiao, Haojue Hong, Jinxian Xu, Yujie Wang. 一种城市快速路入匝道柔性诱导系统. (Patent No. 201721508194.1)

7. Gang Shen, Xin Qiu, Ningda Du, Jueqiang Tao. 一种声发射检测仪器系统. (Patent No. 201520096856.3)

8. Xin Qiu, Jinhong Wu, Haojue Hong, Jueqiang Tao, Shanglin Xiao. 一种多喷嘴喷头. (Patent No. 201621344277.7)

9. Jinhong Wu, Xin Qiu, Qing Yang, Yongju Hu, Jueqiang Tao, Xiaohua Luo, Shanglin Xiao, Jinli Liu. 一种喷头. (Patent No. 201620750911.0)





     




  • 研究方向Research Focus
  • 社会兼职Social Affiliations
  • 计算机视觉
  • 路面管理信息系统
  • 水泥混泥土气孔岩相识别与分析
  • 路面管理信息系统数据质量分析与管理
  • 全自动路面病害图像识别技术
  • 三维图像重构技术
  • 基于深度学习的图像分析处理技术