邹铮，1994年2月出生，工学博士，讲师。

教育经历

2012.9-2016.6 大连理工大学大学土木工程（国际班）专业，大学本科。

2016.9-2022.9 大连理工大学大学结构工程专业，硕博连读。

工作经历

2022.10至今大连海事大学讲师

讲授课程

暂无

研究方向

基于深度学习的结构表观损伤与病害识别

计算机视觉和人工智能在古建筑领域的应用研究

代表性成果

（一）代表性项目

l故宫建筑构件信息与病害人工智能识别研究，故宫博物院。

（二）代表性论文

lZou Zheng, Zhao Peng, Zhao Xuefeng*. Virtual restoration of the colored paintings on weathered beams in the Forbidden City using multiple deep learning algorithms[J].Advanced Engineering Informatics, 2021, 50: 101421.

lZou Zheng, Zhao Peng, Zhao Xuefeng*. Automatic segmentation, inpainting, and classification of defective patterns on ancient architecture using multiple deep learning algorithms[J].Structural Control & Health Monitoring, Chichester: John Wiley & Sons Ltd, 2021, 28(7): e2742.

lZou Zheng, Zhao Xuefeng*, Zhao Peng,Qi Fei, Wang Niannian. CNN-based statistics and location estimation of missing components in routine inspection of historic buildings[J].Journal of Cultural Heritage, 2019, 38: 221–230.

lZou Zheng, Wang Niannian, Zhao Peng,Zhao Xuefeng*. Real-Time Detection of Ancient Architecture Features Based on Smartphones[A]. Volume 2: Mechanics and Behavior of Active Materials; Structural Health Monitoring; Bioinspired Smart Materials and Systems; Energy Harvesting; Emerging Technologies[C]. San Antonio, Texas, USA: ASME, 2018: V002T05A015.

lZou Zheng, Di Yajing, Xie Anping,ZhaoPeng, Zhao Xuefeng*. Video Monitoring of Tourist Density in Cultural Heritage Sites[A]. Structural Health Monitoring 2019[C]. 2019, 0.

lZou Zheng,Zhao Xuefeng*, Wang Niannian,Zhao Peng. Feature recognition and detection for ancient architecture based on machine vision[A]. N.G. Meyendorf, D.J. Clingman. Smart Structures and NDE for Industry 4.0[C]. Denver, United States: SPIE, 2018: 8.

lWang Niannian, Zhao Xuefeng*,Zou Zheng,Zhao Peng, Qi Fei. Autonomous damage segmentation and measurement of glazed tiles in historic buildings via deep learning[J].Computer-Aided Civil and Infrastructure Engineering, 2019: mice.12488.

lWang Niannian, Zhao Xuefeng*, Wang Linan,Zou Zheng. Novel System for Rapid Investigation and Damage Detection in Cultural Heritage Conservation Based on Deep Learning[J].Journal of Infrastructure Systems, 2019, 25(3): 04019020.

lWang Niannian, Zhao Xuefeng*, Zhao Peng,ZhangYang,Zou Zheng, Ou Jinping. Automatic damage detection of historic masonry buildings based on mobile deep learning[J].Automation in Construction, Amsterdam: Elsevier, 2019, 103: 53–66.

联系方式

邮箱：zouzheng@dlmu.edu.cn