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师资队伍

唐晨

Date:2020年08月01日

个人资料:

姓名:唐晨

职称:教授/博士生导师

学科专业:信息与通信工程/控制科学与工程

通讯地址:天津大学电气自动化与信息工程学院26教学楼D区316室

电子信箱:tangchen@tju.edu.cn

电话/传真:18202279763

主要经历:

(1) 2008.09-至今 天津大学电气自动化与信息工程学院,通信与信息系统/检测技术与自动化装置专业,教授,博士生导师、硕士生导师

(2) 2001.09-2008.06天津大学理学院,光学专业,副教授,硕士生导师

(3) 1999.09-2001.09天津大学机械学院光学测试技术研究所,博士后

主要研究方向:

(1) 机器学习及在数据、图像中的应用

(2) 光学图像加密的研究

(3) 图像/视频图像处理与模式识别(多尺度图像特征提取、图像处理与恢复、物体检测和识别)

主要科研项目:

(1) 香港大学合作项目“Fracture analysis based on image analysis of plane problems for subsonic, transonic and supersonic interfacial crack propagation in piezoelectric piezomagnetic layered materials”。

(2) 2012.01-2015.12国家自然科学基金面上项目:动态电子散斑干涉相位提取的高性能方法研究及应用(编号:61177007)主持

(3) 2009.01-2011.12国家自然科学基金面上项目:“双光路三维高速显微散斑干涉系统,光信息提取新技术及应用批准号” (编号:60877001)主持

(4) 横向课题:“基于图像识别的新一代天气雷达电磁干扰回波的质量控制方法研究”

(5) 国家自然科学基金“多体系统动力学控制方程的精细时程积分法”(编号:19902002)

(6) 中国博士后科学基金“图像色彩分割及小波变换在光力学条纹图处理中的研究”

(7) 航空部青年基金课题“基于图像分析的任意几何形状近似权函数的实验研究”(编号:Q9415401)

(8) 航空部科学基金课题“基于图像分析的多层复合材料内部结构三维应力场的实验研究” (编号:97154005)

(9) 航空部预研课题“基于图像分析的权函数法在三维裂纹体的实验研究”(编号:98103015)

代表性论著、学术著作:

学术论文:

(1) Yonggang Su, CHEN TANG(*), Biyuan Li, Xia Chen, Wenjun Xu and Yuanxue Cai. Single-lens Fourier-transform-based optical colorimage encryption using dual two-dimensional chaotic maps and the Fresnel transform. Applied Optics, 2017, 56(6). (SCI)

(2) Su Yonggang, Tang Chen(*), Chen Xia, Biyuan Li, ZhenKun Lei. Cascaded Fresnel holographic image encryption scheme based on a constrained optimization algorithm and Henon map. Optics and Lasers in Engineering, 2017, 88: 20-27. (SCI)

(3) Li Biyuan, Tang Chen(*), Zhu Xinjun, Chen Xia, Su Yonggang and Cai Yuanxue. A 3D shape retrieval method for orthogonal fringe projection based on a combination of variational image decomposition and variational mode decomposition. Optics and Lasers in Engineering, 2016, 86: 345-355. (SCI)

(4) Li Biyuan, Tang Chen(*), Zhu Xinjun, Su Yonggang, Xu Wenjun. Shearlet transform for phase extraction in fringe projection profilometry with edges discontinuity. Optics and Lasers in Engineering, 2016, 78: 91-98. (SCI)

(5) Chen Xia, Tang Chen(*), Xu Wenjun, Su Yonggang and Su Kaileung. General construction of transform-domain filters, filtering methods for electronic speckle pattern interferometry, and comparative analyses. Applied Optics, 2016, 55(9): 2214-2222. (SCI)

(6) Su Yonggang, Tang Chen(*), Chen Xia, Li Biyuan Xu Wenjun and Lei Zhenkun. Optical image encryption based on mixed chaotic maps and single shot digital holography, transactions of tianjin university, 2016. (SCI)

(7) Chen Xia, Tang Chen(*), Li Biyuan and Su Yonggang. Gradient vector fields based on variational image decomposition for skeletonization of electronic speckle pattern interferometry fringe patterns with variable density and their applications. Applied Optics, 2016, 55(25): 6893-6902. (SCI)

(8) Chen Xia, Tang Chen(*), Li Biyuan and Su Yonggang. Variational image decomposition for estimation of fringe orientation and density from electronic speckle pattern interferometry fringe patterns with greatly variable density. Optics and Lasers in Engineering, 2016, 86: 197-205. (SCI)

(9) Wenjun Xu, Chen Tang(*),Junjiang Zhang, Yonggang Su, Ray Kai Leung Su, Two parabolic–hyperbolic oriented partial differential equations for denoising in electronic speckle pattern interferometry fringes, Applied Optics, 2015,54( 15): 4720-4726. (SCI)

(10) Xiaoyu Li,Chen Tang(*),Xinjun Zhu,Biyuan Li,Linlin Wang,Xiusheng Yan,Image/video encryption using single shot digital holography,Optics Communications,2015,342:218-223。(SCI)

(11) Chen Sun,Chen Tang(*),Xinjun Zhu,Hongwei Ren,Exponential total variation model for noise removal,its numerical algorithms and applications,AEU-International Journal of Electronics and Communications,2015,69(3):644-654。(SCI)

(12) Chen Sun, Chen Tang*, Xinjun Zhu, Xiaoyu Li, An Efficient Method for Salt-and-Pepper Noise Removal Based on Shearlet Transform and Noisy Detection, AEU-International Journal of Electronics and Communications, 2015, 69(12): 1823-1832. (SCI)

(13) Xinjun Zhu,Chen Tang(*),Hongwei Ren,Chen Sun,Si Yan,Image decomposition model BL-Hilbert-L2 for dynamic thermal measurements of the printed circuit board with a chip by ESPI,Optics and Laser Technology,2014,63:125-131。(SCI)

(14) Xia Chen,Chen Tang(*),Xiusheng Yan,Switching degenerate diffusion PDE filter based on impulselike probability for universal impulse noise removal,AEU-International Journal of Electronics and Communications,2014,68(9):851-857。(SCI)

(15) Xinjun Zhu,Chen Tang(*),Biyuan Li,Chen Sun,Linlin Wang,Phase retrieval from single frame projection fringe pattern with variational image decomposition,Optics and Lasers in Engineering,2014,59:25-33。(SCI)

(16) Wang Linlin,Chen Tang,ESPI filtering method based on radial basis function,Acta Optical Sinica,2014,34:s2100061-s2100067。(SCI)

(17) Wu J.,Chen Tang,Random-valued impulse noise removal using fuzzy weighted non-local means,Signal,Image and Video Processing,2014,8(2):349-355。(SCI)

(18) Mi Qinghua,Yan Si,Tang Chen(*),Numerous possible oriented partial differential equations and investigation of their performance for optical interferometry fringes denoising,Applied Optics,2013,52(35):8439-8450。(SCI)

(19) Tang Chen(*),Yang Na,Yan Haiqing,Yan Xiusheng,The new second-order single oriented partial differential equations for optical interferometry fringes with high density,Optics and Lasers in Engineering,2013,51(6):707-715。(SCI)

(20) Zhu Xinjun,Chen Zhanqing,Tang Chen(*),Mi Qinghua,Yan Xiusheng,Application of two oriented partial, differential equation filtering models on speckle fringes with poor quality and their numerically fast algorithms,Applied Optics,2013,52(9):1814-1823。(SCI)

(21) Zhu Xinjun,Chen Zhanqing,Tang Chen(*),Variational image decomposition for automatic background and noise removal of fringe patterns,Optics Letters,2013,38(3):275-277。(SCI)

(22) Tang Chen(*),Wang Linlin,Yan Haiqing,Li Cancan,Comparison on performance of some representative and recent filtering methods in electronic speckle pattern interferometry,Optics and Lasers in Engineering,2012,50(8):1036-1051。(SCI)

(23) Tang Chen(*),Wang Linlin,Yan Haiqing,Overview of anisotropic filtering methods based on partial differential equations for electronic speckle pattern interferometry,Applied Optics,2012,51(20):4916-4926。(SCI)

(24) Wu Jian,Tang Chen(*),A new filter for the removal of random-valued impulse noise from highly corrupted images,AEU-International Journal of Electronics and Communications,2012,66(10):847-854。(SCI)

(25) Cheng Liyan,Tang Chen(*),Yan Si,Chen Xia,Wang Linlin,Wang Bo,New fourth-order partial differential equations for filtering in electronic speckle pattern interferometry fringes,Optics Communications,2011,284(24):5549-5555。(SCI)

(26) Wu Jian,Tang Chen(*),An efficient decision-based and edge-preserving method for salt-and-pepper noise removal,Pattern Recognition Letters,2011,32(15):1974-1981。(SCI)

(27) Wu Jian,Tang Chen(*),PDE-Based Random-Valued Impulse Noise Removal Based on New Class of Controlling Functions,IEEE Transactions on Image Processing,2011,20(9):2428-2438。(SCI)

(28) Li Cancan,Tang Chen(*),Yan Haiqing,Wang Linlin,Zhang Hao,Localized Fourier transform filter for noise removal in electronic speckle pattern interferometry wrapped phase patterns,Applied Optics,2011,50(24):4903-4911。(SCI)

(29) Tang Chen(*),Wang Linlin,Yan Si,Wu Jian,Cheng Liyan,Li Cancan,Displacement field analysis based on the combination digital speckle correlation method with radial basis function interpolation,Applied Optics,2010,49(24):4545-4553. (SCI)

(30) Tang Chen(*),Ren Hongwei,Wang Linlin,Wang Zhifang,Han Lin,Gao Tao,Oriented couple gradient vector fields for skeletonization of gray-scale optical fringe patterns with high density,Applied Optics,2010,49(16):2979-2984。(SCI)

(31) Tang Chen(*),Gao Tao,Yan Si,Wang Linlin,Wu Jian,The oriented spatial filter masks for electronic speckle pattern interferometry phase patterns,Optics Express,2010,18(9):8942-8947。(SCI)

(32) Tang Chen(*),Wang Zhifang,Wang Linlin,Wu Jian,Gao Tao,Yan Si,Estimation of fringe orientation for optical fringe patterns with poor quality based on Fourier transform,Applied Optics,2010,49(4):554-561。(SCI)

(33) Chen Tang(*), Lin Han, Hongwei Ren, Tao Gao, Zhifang Wang, Ke Tang, The orient-couple partial differential equations for filtering in wrapped phase patterns, Optics Express, 2009,17(7):5606-5617. (SCI)

(34) Chen Tang(*), Lin Han, Hongwei Ren, Dongjian Zhou, Yiming Chang, Xiaohan Wang, Xiaolong Cui, Second-order oriented partial-differential equations for denoising inelectronic-speckle-pattern interferometry fringes, Optics Letters, 2008, 33(19):2179-2181. (SCI)

(35) Chen Tang(*), Wenjing Lu, Yuanxue Cai, Lin Han, Gao Wang, Nearly preprocessing-free method for skeletonization of gray-scale electronic speckle pattern interferometry fringe patterns via partial differential equations, Optics Letters,2008,33(2):183-185. (SCI)

(36) Chen Tang(*), Wenjing Lu, Song Chen, Zhen Zhang, Botao Li, Wenping Wang, Lin Han, Denoising by coupled partial differential equations and extracting phase by backpropagation neural networks for electronic speckle pattern interferometer, Applied Optics,2007,46(30):7475-7484. (SCI)

(37) Chen Tang(*), Wenping Wang, Haiqing Yan, Xiaohui Gu, Tangent least-squares fitting filtering method for electrical speckle pattern interferometry phase fringe, Applied Optics,2007,46(15): 2907–2913. (SCI)

(38) Chen Tang(*),Fang Zhang, Zhanqing Chen, Contrast enhancement for electronic speckle pattern interferometry fringes by the differential equation enhancement method, Applied Optics, 2006,45(10):2287-2294. (SCI)

(39) Chen Tang(*), Fang Zhang, Botao Li, Haiqing Yan, Performance evaluation of partial differential equation models in electronic speckle pattern interferometry and δ-mollification method of phase map, Applied Optics,2006,45(28):7392-7400. (SCI)

(40) Chen Tang(*),Fang Zhang, Haiqing Yan, Zhanqing Chen, Denoising in electronic speckle pattern interferometry fringes by the filtering method based on partial differential equations, Optics Communications,2006,260(1):91-96. (SCI)

(41) Chen Tang(*),Weiping Wang, Haiqing Yan, Zhanqing Chen, High-order predictor-corrector of exponential fitting for the N-body problems,Journal of Computational Physics,2006,214(2):505-520. (SCI)

专利:

(1) 一种基于分光镜的双光路三维散斑干涉系统,实用新型专利,专利号:201620572101。

(2) 基于变分图像分解的变密度电子散斑干涉条纹图的骨架线提取的梯度矢量场方法和应用,发明专利,申请号:201610762680X。

(3) 基于变分图像分解的大变化密度电子散斑干涉条纹图的方向和密度计算方法研究和应用,发明专利,申请号:2016106316628。

(4) 一种基于剪切波变换的光学相干层析图像滤波方法,发明专利,申请号:201610817709X。

(5) 一种基于经验曲波变换的条纹投影轮廓术的形貌测量新方法,发明专利,申请号:2016108388993。

(6) 一种用于条纹投影图像的拟小波离散格式的偏微分方程滤波方法,发明专利,申请号:2016108105034。

(7) 一种含有非局域数据保真项的图像分解模型及算法,发明专利,申请号:201610677857。

(8) 一种基于广义全变分的图像分解模型,发明专利,申请号:2016106774575。

(9) 合成孔径雷达图像的散斑噪声滤波方法,发明专利,申请号:2016109376847。

(10) 基于离散余弦变换和混沌算法,发明专利,申请号:201610631624.2。

(11) 结合二维混沌和约束优化算法的级联菲涅耳全息加密系统,发明专利,申请号:201610893247.X。

(12) 一种改进的基于傅里叶变换的双随机相位光学图像加密方法,发明专利,申请号:201610874826.X。

主要讲授课程:

(1) 智能信号处理(本科生)

(2) 基于偏微分方程的图像处理与分析(硕士生)

(3) 现代光学测试技术与图像处理(博士生)