尚喆雄

E-mail: szx0112@hainanu.edu.cn

通訊地址：海南省海口市美蘭區人民大道58号365英国上市官网在线

郵政編碼：570228

基本情況

尚喆雄，男，中共黨員，湖南長沙人。365英国上市官网在线高聘副研究員。美國内布拉斯加大學林肯分校（University of Nebraska-Lincoln）博士、博士後。主要研究基于機器視覺、深度學習等人工智能技術的土木工程基礎設施巡檢、智能感知及結構健康檢測相關研究。主持省部級科研項目2項，在《Automation in Construction》、《Expert Systems with Applications》、《Complex & Intelligent Systems》、《NDT & E International》、《Remote Sensing》等權威學術期刊與國際會議上發表論文十餘篇，美國專利授權兩項。

研究方向

[1] 機器視覺

[2] 智能感知與信息獲取

[3] 結構健康檢測

主講課程

[1] 深度學習與算法設計（博）

[2] 人工智能導論（碩、本）

[3] 結構健康監測與損傷診斷（碩）

[4] 應用統計學（本）

代表性成果

期刊論文

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)

會議論文

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.

社會兼職

受邀審稿《Automation in Construction》,《IEEE Transactions on Automation Science and Engineering》,《Autonomous Robots》,《Expert Systems with Applications》、《Remote Sensing》等人工智能、機器人領域國際權威期刊。