一、基本信息
董帅,工学博士,博士后,副教授,硕士研究生导师,系主任助理。主要从事基于视觉图像与深度学习技术的结构非接触智能感知领域的研究。先后主持国家自然科学基金、中国博士后科学基金、湖南省自然科学基金、国地联合工程实验室开放基金、新利luck在线·(中国)有限公司官网校级科研项目等课题,参与国家自然科学基金重点项目、面上项目等国家和省部级课题多项;公开发表学术论文20余篇,授权国家发明专利5项,参编专著1部;指导国家级大学生创新训练计划项目1项;主讲本科生课程《建筑力学》、研究生课程《视觉测量与数字图像处理》等;主持校级学位与研究生教学改革研究项目1项,参与湖南省普通高等学校教学改革研究项目1项;获中国发明协会发明创业奖·成果奖一等奖1项。
欢迎具有力学、土木、计算机、机械等背景的学生报考,希望学生有一定的编程基础,为人诚恳、勤奋好学、积极上进、具有独立思考能力。
团队网站:https://sdong.site
联系方式:sdong@csust.edu.cn
二、教育工作经历
2024.01至今,Saarland University(德国),博士后
2023.01至今,新利luck在线·(中国)有限公司官网,土木工程学院,副教授
2022.01-2022.12,新利luck在线·(中国)有限公司官网,土木工程学院,讲师
2019.01-2022.01,新利luck在线·(中国)有限公司官网,师资博士后(优秀出站)
2012.09-2018.11,南京理工大学,力学专业,工学博士(保送)
2014.05-2018.11,东南大学,土木工程学院,联合培养
2013.09-2014.04,北京大学,工学院,访问学生
2008.09-2012.06,南京理工大学,工程力学专业,工学学士
三、目前研究领域或主要研究方向
基于图像处理与深度学习的结构表观病害诊断
基于机器视觉的结构变形测量方法及其应用
计算机视觉与摄影测量学原理与方法
四、主讲课程
本科生课程:《建筑力学》(64学时,秋季)
本科生课程:《Vector Statics》(36学时,春季)
研究生课程:《视觉测量与数字图像处理》(32学时,秋季)
五、已完成及在研主要课题
国家自然科学基金,基于多目视觉的变光照环境无靶标拉索三维振动测量原理与方法,已结题,主持;
湖南省自然科学基金,复杂光照环境下基于无人机影像的桥梁表观病害识别与参数量化方法,在研,主持;
中国博士后科学基金,变光照环境下无靶标拉索三维振动测量方法研究,已结题,主持;
国地联合工程实验室开放基金,基于摄影测量的拉索结构长期健康监测方法研究,在研,主持;
国家自然科学基金重点项目,大型工程结构沉降位移监测方法及监测预警系统研究,已结题,主研;
国家自然科学基金面上项目,UHPC配筋梁(板)的含超高周抗弯疲劳性能及主要影响机制,在研,参与;
国家自然科学基金青年项目,用于原位滑坡机理分析的抗扰动自标定相机群DIC方法研究,已结题,参与。
六、已发表的部分学术论文
期刊论文:
[1] S. Dong, J Li, J Ma, R Pan, Z Zhang, X Kang Illumination variation robust circular target based on digital image correlation method[J]. Measurement, 2024(226): 114088. (SCI,中科院二区TOP)
[2] S. Yu, J. Zhang, C. Zhu, Z. Sun, S. Dong. Full-field deformation measurement and cracks detection in speckle scene using the deep learning-aided digital image correlation method[J]. Mechanical Systems and Signal Processing, 2024(209): 111131. (SCI,中科院一区TOP)
[3] J. Ma, J. Wang, J. Peng, L. Yin, S. Dong, J. Tang. Data-driven modeling for complex contacting phenomena via improved neural networks considering link switches[J]. Mechanism and Machine Theory, 2024(191), 105521. (SCI,中科院一区TOP)
[4] J. Tang, L. Qian, J. Ma, L. Chen, G. Chen, S Dong. Flexible dynamics modeling and identification of thin-walled ammunition manipulator[J]. Acta Mechanica Sinica, 2024, 40(1): 523219. (SCI,中科院二区)
[5] X. Kang, Z. Yin, S. Dong*, X. He. Determination of optimal binary defocusing based on digital correlation for fringe projection profilometry[J]. Optik, 2023, 272: 170263. (SCI,中科院三区)
[6] J Ma, J Wang, Y Han, S Dong, L Yin, Y Xiao. Towards data-driven modeling for complex contact phenomena via self-optimized artificial neural network methodology[J]. Mechanism and Machine Theory, 2023, 182: 105223. (SCI,中科院一区TOP)
[7] R. Pan, J. Zou, P. Liao, S. Dong, J. Deng. Effects of fiber content and concrete cover on the local bond behavior of helically ribbed GFRP bar and UHPC[J]. Journal of Building Engineering, 2023(80): 107939. (SCI,中科院二区TOP)
[8] S. Dong, J. Ma, Z. Su, C. Li. Robust circular marker localization under nonuniform illuminations based on homomorphic filtering[J]. Measurement, 2021, 170: 108700. (SCI,中科院二区TOP)
[9] J. Ma, S. Dong*, G. Chen, P. Peng, L. Qian. A data-driven normal contact force model based on artificial neural network for complex contacting surfaces[J]. Mechanical Systems and Signal Processing, 2021, 156: 107612. (SCI,中科院一区TOP)
[10] X. Kang, Z. Yin, S. Dong, C. Liu, X. He. Evaluating binary defocusing quantitatively in real-time for fringe projection profilometry[J]. Optical Engineering, 2021, 60(6): 064110. (SCI,中科院四区)
[11] L. Ke, C. Li, J. He, Z. Chen, S. Dong, J. Zhou, Y. Jiao. Improved bond behavior of CFRP-steel composites by novel film adhesive at room and elevated temperatures. Bridge Maintenance, Safety, Management, Life-Cycle Sustainability, and Innovations, CRC Press, 2021: 1395-1402.
[12] V. Abolhasannejad, S. Easa, S. Dong, X. Huang, P. Li. Experimental evaluation of deformation of transport infrastructures using image-based methods[J]. Video Proceedings of Advanced Materials, 2021(2): 210148.
[13] 邵新星, 黄金珂, 员方, 魏康, 侯士通, 任祥云, 徐向阳, 董帅, 徐莹雋, 王澄非, 杨福俊, 吴刚, 何小元. 基于视觉的桥梁挠度测量方法与研究进展[J]. 实验力学, 2021, 36(01): 29-42.
[14] J. Ma, G. Chen, L. Ji, L. Qian, S. Dong*. A general methodology to establish the contact force model for complex contacting surfaces[J]. Mechanical Systems and Signal Processing, 2020, 140:106678. (SCI,中科院一区TOP)
[15] L. Ke, C. Li, J. He, S. Dong, C. Chen, Y. Jiao. Effects of elevated temperatures on mechanical behavior of epoxy adhesives and CFRP-steel hybrid joints[J]. Composite Structures, 2020, 235: 111789. (SCI,中科院一区TOP)
[16] C. Li, Z. Feng, R. Pan, L. Ke, J. He, S. Dong. Experimental and numerical investigation on the anchorage zone of prestressed UHPC box-girder bridge[J]. Journal of Bridge Engineering, 2020, 25(6): 04020028. (SCI,中科院二区)
[17] Z. Su, L. Lv, S. Dong, F. Yang, X. He. Auto-calibration and real-time external parameter correction for stereo digital image correlation[J]. Optics and Lasers in Engineering, 2019, 121: 46-53. (SCI,中科院二区)
[18] S. Dong, S. Yu, Z. Huang, S. Song, X. Shao, X. Kang, X. He. Target-based calibration method for multifields of view measurement using multiple stereo digital image correlation systems[J]. Optical Engineering, 2017, 56(12): 124102. (SCI,中科院四区)
[19] S. Dong, X. Shao, X. Kang, F. Yang, X. He. Extrinsic calibration of a non-overlapping camera network based on close-range photogrammetry[J]. Applied Optics, 2016, 55(23): 6363-6370. (SCI,中科院三区)
[20] C. Liu, S. Dong, M. Mohammed, X. He, J. Lu, X. Wu. Multicamera system extrinsic stability analysis and large-span truss string structure displacement measurement[J]. Applied Optics, 2016, 55(29): 8153-8161. (SCI,中科院三区)
[21] X. Shao, M. M. Eisa, Z. Chen, S. Dong, X. He. Self-calibration single-lens 3D video extensometer for high-accuracy and real-time strain measurement[J]. Optics Express, 2016, 24(26): 30124-30138. (SCI,中科院二区TOP)
[22] X. Shao, X. Dai, Z. Chen, Y. Dai, S. Dong, X. He. Calibration of stereo-digital image correlation for deformation measurement of large engineering components[J]. Measurement Science and Technology, 2016, 27 (12): 125010. (SCI,中科院三区)
[23] 董帅, 戴云彤, 董萼良, 等. 应用多相机三维数字图像相关实现口腔印模三维重构 [J]. 光学学报, 2015, 35(8): 0812006. (EI)
[24] X. Kang, S. Dong, X. He. Deformation analysis on shear bending of ring shaped piezoelectric actuator[J]. Transactions of Nanjing University of Aeronautics & Astronautics, 2015(06): 585-590. (EI)
会议论文:
[1] S. Dong, J. Li, Y. Wang, J. Cao. Illumination variation robust circular target-based on digital image correlation method[C]. International Conference on Optical and Photonic Engineering 2023, Singapore.
[2] S. Dong, J. Ma. Homomorphic filtering-based circular marker localization method for uneven illumination conditions[C]. The National Conference on Experimental Mechanics 2021, Jiaxing, China.
[3] S. Dong, J. Ma, C. Luo, X. He. Wireless transmission-based visual metrology system for subsidence measurement of large-scale engineering structures[C]. International Conference on Optical and Photonic Engineering 2019, Phuket, Thailand.
[4] S. Dong, X. Kang, X. He. Extrinsic calibration of camera network with non-overlapping field of views[C]. Chinese Congress of Theoretical and Applied Mechanics 2017, Beijing, China.
[5] X. Kang, S. Dong. Response of piezoelectric laminated micro plates under the excitation of an ultrasonic wave[C]. The 7th International Symposium on Precision Mechanical Measurements 2016, Xiamen, China.
[6] S. Dong, Z. Hu, Y. Dai, X. Kang, X. He. The eccentric error of circle targets influences on the monocular vision measurement[C]. The 14th National Conference on Experimental Mechanics, 2015, Chongqing, China.
[7] J. Ma, L.F. Qian, G.S. Chen, S. Dong. Unscented Kalman filter for parameter estimation of the Lankarani-Nikravesh contact force model[C]. IFToMM World Congress 2015. Taipei, China.
[8] S. Dong, X. Kang. Characteristic of a shear-bending mode piezoelectric actuator[C]. International Conference on Experimental Mechanics 2013, Bangkok, Thailand.
七、专利申请
[1] 董帅, 李健杨, 马佳, 裴必达. 一种基于双目立体视觉与电动葫芦的拱肋节段吊装施工方法[P]. 中国发明专利, 202211180279.7.
[2] 马佳, 董帅. 基于自优化CN的内膛复杂表面接触碰撞响应预测方法[P]. 中国发明专利, ZL202010759724.X.
[3] 何小元, 董帅. 一种用于光学标识点间距离精确标定的双相机测量方法[P]. 中国发明专利, ZL201610836001.9.
[4] 何小元, 戴云彤, 董帅, 胡邹恒. 检测桥梁橡胶支座移位的单相机摄影测量方法[P]. 中国发明专利, ZL201710299844.4.
[5] 何小元, 李倩, 苏志龙, 董帅. 一种用于修正热气流对数字图像相关测量精度影响的方法[P]. 中国发明专利, ZL201810399938.3.
八、学生指导
国家级大学生创新创业训练计划项目, 基于无人机影像的桥梁表观病害识别与表征, 2022, 第一指导教师.
九、社会服务
担任Mechanical Systems and Signal Processing, Measurement, Optics Letters, Optics Express, Measurement Science and Technology, Nonlinear Dynamics, Applied Optics, Reviews on Advanced Materials Science, 振动与冲击,实验力学等多本国际SCI期刊和国内重要期刊审稿专家。