个人信息
一、代表性科研项目： 1. 国家自然科学基金，数据与模型混合驱动的数字全息显微相位成像 2. 国家自然科学基金重大仪器专项，数字全息/微分干涉双通道相移相位测量显微研制 3. 深圳市技术攻关项目，基因测序仪用超分辨荧光显微系统的研发 4. 产学研项目，基于机器视觉与人工神经网络的单芯光纤连接器智能检测系统 二、代表性学术论文： [1] Jiawei Chen, Qinnan Zhang, Xiaoxu Lu, Liyun Zhong and Jindong Tian*, Quantitative phase imaging based on model transfer learning. Optics Express, 30(10), 16115-16133, 2022. [2] Qinnan Zhang, Jiawei Chen, Jiaosheng Li, En Bo, Heming Jiang, Xiaoxu Lu, Liyun Zhong and Jindong Tian*, Deep learning-based single-shot structured illumination microscopy. Optics and Lasers in Engineering, 155, 107066, 2022. [3] Shengyu Lu, Yong Tian, Qinnan Zhang, Xiaoxu Lu, Jindong Tian, Dynamic quantitative phase imaging based on Ynet-ConvLSTM neural network, Optics and Lasers in Engineering, 150, 106833, 2022. [4] 田勇，周曾鹏，田劲东，胡超. 结合高光谱和机器学习的无线充电金属异物检测. 电子测量与仪器学报, 2022-08-15网络发表 [5] Yong Tian, Zheng Li, Yawen Lin, Lijuan Xiang, Xiaoyu Li, Yonghong Shao, Jindong Tian, Metal object detection for electric vehicle inductive power transfer systems based on hyperspectral imaging, Measurement, 168, 108493, 2021. [6] Y Tian, R Lai, X Li, L Xiang, J Tian*. A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter, Applied Energy, 2020, 265, 114789. [7] Li X, Zhang Z, Wang W, Tian Y, Li D, Tian J*. Multiphysical field measurement and fusion for battery electric-thermal-contour performance analysis. Applied Energy, 262: 114518, 2020. [8] Zhang Q, Gong M, Li J, Li W Lu X, Zhong L, Tian J*. Real-time measurement of the liquid-crystal optic-axis angle and effective refractive index distribution based on a common-path interferometer. Optics Express. 27(14): 19474, 2019. [9] Li W, Wu J, Li D, Tian J*. Telecentricity based measurement error compensation in the bilateral telecentric system. Measurement. 147: 106822, 2019. [10] Li W, Zhang Q, Zhong L, Lu X Tian J*. Image definition assessment based on Tchebichef moments for micro-imaging. Optics Express. 27(24): 34888, 2019. 三、代表性发明专利： 1. 田劲东，李聪，田勇，章勤男. 用于相位展开的生成式对抗网络的获取方法、装置及系统，专利号：ZL20191048 6859.0，授权公告日：2020年04月30日 2. 田劲东，陈烁，章勤男，李东，田勇. 基于神经网络的光纤端面自动对焦方法和相关装置，专利号：ZL201910151409.6，授权公告日：2020年09月29日 3. 田劲东，李育胜，田勇，李东，李晓宇. 稀疏点云分割方法及装置，专利号：ZL201910448808.9，授权公告日：2020年09月29日 4. 田劲东，李聪，田勇，李东. 一种基于莫尔条纹的相机角度变化的测量方法及系统，专利号：ZL201710844880.4，授权公告日：2021年10月26日 5. 田劲东，李东，颜思晨，田勇. Calibration method for telecentric imaging 3D shape measurement system, 美国专利，专利号：US 10,110,879 B2，授权日期：2018.10.23.
