尚喆雄

E-mail: szx0112@hainanu.edu.cn

通讯地址：海南省海口市美兰区人民大道58号海南大学土木建筑工程学院

邮政编码：570228

基本情况

尚喆雄，男，中共党员，湖南长沙人。海南大学土木建筑工程学院高聘副研究员。美国内布拉斯加大学林肯分校（University of Nebraska-Lincoln）博士、博士后。主要研究基于机器视觉、深度学习等人工智能技术的土木工程基础设施巡检、智能感知及结构健康检测相关研究。主持省部级科研项目2项，在《Automation in Construction》、《Expert Systems with Applications》、《Complex & Intelligent Systems》、《NDT & E International》、《Remote Sensing》等权威学术期刊与国际会议上发表论文十余篇，美国专利授权两项。

研究方向

[1] 机器视觉

[2] 智能感知与信息获取

[3] 结构健康检测

主讲课程

[1] 深度学习与算法设计（博）

[2] 人工智能导论（硕、本）

[3] 结构健康监测与损伤诊断（硕）

[4] 应用统计学（本）

代表性成果

期刊论文

1. Shang, Z. and Shen, Z.* (2023) Dual-function depth camera array for inline 3D reconstruction of complex pipelines, Automation in Construction, Volume 152, August 2023, 104893. (SCI, JCR Q1, IF=10.517)

2. Shang, Z. and Shen, Z.* (2022) Single-pass inline pipeline 3D reconstruction using depth camera array, Automation in Construction, Volume 138, June 2022, 104231. (SCI, JCR Q1, IF=10.517)

3. Shang, Z. and Shen, Z.* (2022) Topology-based UAV path planning for multi-view stereo 3D reconstruction of complex structures, Complex & Intelligent Systems, 9, 909-926. (SCI, JCR Q1, IF=6.7)

4. Shang, Z. and Shen, Z.* (2022) Flight planning for survey-grade 3D reconstruction of truss bridges, Remote Sensing, 14, 3200. (SCI, JCR Q1, IF=5.349)

5. Shang, Z., Bradley, J. and Shen, Z.* (2020) A co-optimal coverage path planning method for aerial scanning of complex structures, Expert System with Applications, 113535. (SCI, JCR Q1, IF=5.452)

6. Shang, Z. and Shen, Z.* (2018) Multi-point vibration measurement and mode magnification of civil structures using video-based motion processing, Automation in Construction, Volume 93, Page 231-240. (SCI, JCR Q1, IF=4.032)

7. Cheng, C., Shang, Z. and Shen, Z.* (2020) Automatic delamination segmentation for bridge deck based on encoder-decoder deep learning through UAV-based thermography, NDT & E International, 116, 102341. (SCI, JCR Q1, IF=3.461)

8. Cheng, C., Shang, Z. and Shen, Z.* (2019) Bridge deck delamination segmentation based on aerial thermography through regularized grayscale morphological reconstruction and gradient statistics, Infrared Physics & Technology, Volume 98, Page 240-249. (SCI, JCR Q2, IF=2.313)

会议论文

1. Shang, Z. and Shen, Z.* (2019) Vision-model-based real-time localization of unmanned aerial vehicle for autonomous structure inspection under GPS-denied environment. Proceedings of the 2019 ASCE International Conference on Computing in Civil Engineering, Atlanta.

2. Shang, Z., Cheng, C., and Shen, Z.* (2019) A data fusion platform for supporting bridge deck condition monitoring by merging aerial and ground inspection imagery. The 2019 ASCE International Conference on Computing in Civil Engineering, Atlanta.

3. Shang, Z. and Shen, Z.* (2018) Indoor testing and simulation platform for close-distance visual inspection of complex civil structures using micro quadrotor. Proceedings of the 17^th International Conference on Computing in Civil and Building Environment, June 5-7^th, Tampere, Finland.

4. Shang, Z. and Shen, Z.* (2018) Real-time 3D reconstruction on construction site using visual SLAM and UAV. Construction Research Congress 2018, April 2-4, 2018, New Orleans, Louisiana.

5. Cheng, C., Shang, Z. and Shen, Z.* (2019) CNN-based deep architecture for reinforced concrete delamination segmentation through thermography. Proceedings of the 2019 ASCE International Conference on Computing in Civil Engineering, Atlanta.

社会兼职

受邀审稿《Automation in Construction》,《IEEE Transactions on Automation Science and Engineering》,《Autonomous Robots》,《Expert Systems with Applications》、《Remote Sensing》等人工智能、机器人领域国际权威期刊。