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La bibliographie suivante contient toutes les publications répertoriées dans la base de données qui sont reliées à ce nom en tant qu'auteur, éditeur ou collaborateur.

  1. Yao, Hui / Liu, Yanhao / Lv, Haotian / Huyan, Ju / You, Zhanping / Hou, Yue: Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition. Dans: Computer-Aided Civil and Infrastructure Engineering.

    https://doi.org/10.1111/mice.13128

  2. Khan, Adnan / Huyan, Ju / Zhang, Runhua / Zhu, Yu / Zhang, Weiguang / Ying, Gao / Ahmad, Kamal Nasir / Shah, Syed Khaliq (2023): An ensemble tree-based prediction of Marshall mix design parameters and resilient modulus in stabilized base materials. Dans: Construction and Building Materials, v. 401 (octobre 2023).

    https://doi.org/10.1016/j.conbuildmat.2023.132833

  3. Tong, Zheng / Ma, Tao / Zhang, Weiguang / Huyan, Ju (2023): Evidential transformer for pavement distress segmentation. Dans: Computer-Aided Civil and Infrastructure Engineering, v. 38, n. 16 (3 octobre 2023).

    https://doi.org/10.1111/mice.13018

  4. Sun, Zhaoyun / Zhai, Junzhi / Huyan, Ju / Li, Wei / Yang, Handuo (2023): Feature representation improved Faster R-CNN model for high efficiency pavement crack detection. Dans: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 50, n. 2 (février 2023).

    https://doi.org/10.1139/cjce-2022-0137

  5. Yang, Handuo / Huyan, Ju / Ma, Tao / Tong, Zheng / Han, Chengjia / Xie, Tianyan (2022): Novel Computer Tomography image enhancement deep neural networks for asphalt mixtures. Dans: Construction and Building Materials, v. 352 (octobre 2022).

    https://doi.org/10.1016/j.conbuildmat.2022.129067

  6. Zhong, Jingtao / Zhu, Junqing / Huyan, Ju / Ma, Tao / Zhang, Weiguang (2022): Multi-scale feature fusion network for pixel-level pavement distress detection. Dans: Automation in Construction, v. 141 (septembre 2022).

    https://doi.org/10.1016/j.autcon.2022.104436

  7. Huyan, Ju / Ma, Tao / Li, Wei / Yang, Handuo / Xu, Zhengchao (2022): Pixelwise asphalt concrete pavement crack detection via deep learning‐based semantic segmentation method. Dans: Structural Control and Health Monitoring, v. 29, n. 8 (3 juillet 2022).

    https://doi.org/10.1002/stc.2974

  8. Chen, Jiaqi / Dan, Hancheng / Ding, Yongjie / Gao, Yangming / Guo, Meng / Guo, Shuaicheng / Han, Bingye / Hong, Bin / Hou, Yue / Hu, Chichun / Hu, Jing / Huyan, Ju / Jiang, Jiwang / Jiang, Wei / Li, Cheng / Liu, Pengfei / Liu, Yu / Liu, Zhuangzhuang / Lu, Guoyang / Ouyang, Jian / Qu, Xin / Ren, Dongya / Wang, Chao / Wang, Chaohui / Wang, Dawei / Wang, Di / Wang, Hainian / Wang, Haopeng / Xiao, Yue / Xing, Chao / Xu, Huining / Yan, Yu / Yang, Xu / You, Lingyun / You, Zhanping / Yu, Bin / Yu, Huayang / Yu, Huanan / Zhang, Henglong / Zhang, Jizhe / Zhou, Changhong / Zhou, Changjun / Zhu, Xingyi (2021): New innovations in pavement materials and engineering: A review on pavement engineering research 2021. Dans: Journal of Traffic and Transportation Engineering (English Edition), v. 8, n. 6 (décembre 2021).

    https://doi.org/10.1016/j.jtte.2021.10.001

  9. Zhang, Weiguang / Khan, Adnan / Huyan, Ju / Zhong, Jingtao / Peng, Tianyi / Cheng, Hanglin (2021): Predicting Marshall parameters of flexible pavement using support vector machine and genetic programming. Dans: Construction and Building Materials, v. 306 (novembre 2021).

    https://doi.org/10.1016/j.conbuildmat.2021.124924

  10. Sun, Zhaoyun / Liu, Hanye / Huyan, Ju / Li, Wei / Guo, Meng / Hao, Xueli / Pei, Lili (2021): Assessment of importance-based machine learning feature selection methods for aggregate size distribution measurement in a 3D binocular vision system. Dans: Construction and Building Materials, v. 306 (novembre 2021).

    https://doi.org/10.1016/j.conbuildmat.2021.124894

  11. Xiao, Liyang / Li, Wei / Huyan, Ju / Sun, Zhaoyun / Tighe, Susan (2021): Crack Grid Detection and Calculation Based on Convolutional Neural Network. Dans: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 48, n. 9 (septembre 2021).

    https://doi.org/10.1139/cjce-2020-0246

  12. Sun, Zhaoyun / Hao, Xueli / Li, Wei / Huyan, Ju / Sun, Hongchao (2022): Asphalt Pavement Friction Coefficient Prediction Method Based on Genetic-Algorithm-Improved Neural Network(GAI-NN) Model. Dans: Canadian Journal of Civil Engineering / Revue canadienne de génie civil, v. 49, n. 1 (janvier 2022).

    https://doi.org/10.1139/cjce-2020-0051

  13. Huyan, Ju / Li, Wei / Tighe, Susan / Xu, Zhengchao / Zhai, Junzhi (2020): CrackU-net: A novel deep convolutional neural network for pixelwise pavement crack detection. Dans: Structural Control and Health Monitoring, v. 27, n. 8 (7 juillet 2020).

    https://doi.org/10.1002/stc.2551

  14. Huyan, Ju / Li, Wei / Tighe, Susan / Zhang, Yingjie / Yue, Baofeng (2020): Image-Based Coarse-Aggregate Angularity Analysis and Evaluation. Dans: Journal of Materials in Civil Engineering (ASCE), v. 32, n. 6 (juin 2020).

    https://doi.org/10.1061/(asce)mt.1943-5533.0003150

  15. Huyan, Ju / Li, Wei / Tighe, Susan / Deng, Ranran / Yan, Shuai (2020): Illumination Compensation Model with k-Means Algorithm for Detection of Pavement Surface Cracks with Shadow. Dans: Journal of Computing in Civil Engineering, v. 34, n. 1 (janvier 2020).

    https://doi.org/10.1061/(asce)cp.1943-5487.0000869

  16. Huyan, Ju / Li, Wei / Tighe, Susan / Zhai, Junzhi / Xu, Zhengchao / Chen, Yao (2019): Detection of sealed and unsealed cracks with complex backgrounds using deep convolutional neural network. Dans: Automation in Construction, v. 107 (novembre 2019).

    https://doi.org/10.1016/j.autcon.2019.102946

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