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个人简介

教育背景 1981.9-1985.9 辽宁大学数学系计算数学专业获理学学士学位 1985.9-1988.3 中科院沈阳计算所计算数学专业获理学硕士学位 2002.9-2007.12 北京航空航天大学计算机应用专业获工学博士学位 工作简历 2000.9- 现在 北京航空航天大学数学与系统科学学院,教授,博导 近几年主持科研项目 主持国家自然基金项目《基于各项异性双树复紧框架变换的多源遥感图像融合算法研究》,61671002,2017.1-2020.12 主持国家自然基金项目《对偶框架各向异性提升变换理论与应用究》, 61271010, 2013.1-2016.12 主持北京市自然基金项目《基于各向异性紧框架变换的多源遥感图像融合理论与应用研究》,4152029,2014.1-2017.12 主持国家自然基金项目《基于框架理论的遥感图像压缩算法研究》,60775018,2008.1-2010.12 主持国家973项目《高分辨率对地观测系统中的高精度实时运动成像基础研究》中的子课题《平台运动误差高精度实时评估理论与方法》,2009CB724001,2009.9-2014.12

研究领域

计算数学:随机微分方程理论与数值逼近方法研究 应用调和分析:框架小波变换、各向异性多尺度变换 图像处理:图像压缩、融合、图像分析与理解 深度学习:基于深度学习的信息安全与模式识别

近期论文

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Zhengze Li, Xiaoyuan Yang, Kangqing Shen, Ridong Zhu, Jin Jiang,Information Encryption Communication System Based on the Adversarial Networks Foundation,Neurocomputing, 415,pp347–357,2020(SCI源刊) Ridong Zhu,Xiaoyuan Yang, Jingkai Wang, Zhengze Li,Real-time Least-squares Ensemble Visual,Tracking,IET Image Processing , Vol. 14 Iss. 1, pp. 53-61,2020(SCI源刊) Jingyun Lv, Xiaoyuan Yang, Approximate controllability of Hilfer fractional Differential Equations, Mathematical Methods in the Applied Sciences, Vol.43,No.1,pp242-254,2020(SCI源刊) Jingkai Wang, Xiaoyuan Yang, Ridong Zhu, Random Walks for Pansharpening in Complex Tight Framelet Domain, IEEE Transactions on Geoscience and Remote Sensing, Vol.57, No.7, pp.5121-5134,2019.(SCI源刊) Xiaoyuan Yang, Ridong Zhu, Jingkai Wang, Zhengze Li, Real-time Least Squares Transformation in Spatial and Fourier Domains for Unmanned Aerial Vehicles, Chinese Journal of Aeronautics, Vol.32,No. 7,pp.1716-1726,2019.(SCI源刊) Xiaoyuan Yang, Jingkai Wang, Ridong Zhu, Random Walks for Synthetic Aperture Radar Image Fusion in Framelet Domain, IEEE Transactions on Image Processing, Vol. 27, No. 2, pp.851-865, 2018.(SCI源刊) Xiaocui Li, Xiaoyuan Yang, Error Estimates of Finite Element Methods for Stochastic Fractional Differential Equations, Journal of Computational Mathematics, Vol. 35, No. 3, pp.346-362, 2017. (SCI源刊) Yinghan Zhang, Xiaoyuan Yang, Stochastic Elastic Equation Driven by Multiplicative Multi-parameter Fractional Noise, Stochastics and Dynamics, Vol. 17, No. 2, pp.1-22, 2017. (SCI源刊) Xiaocui Li, Xiaoyuan Yang, Yinghan Zhang, Error Estimates of Mixed Finite Element Methods for Time-Fractional Navier–Stokes Equations, Journal of Scientific Computing, Vol. 70 ,No. 2, pp.500-515, 2017. (SCI源刊) Yinghan Zhang, Xiaoyuan Yang, Difference Approximation of Stochastic Elastic Equation Driven by Infinite Dimensional Noise, Numerical Mathematics: Theory, Methods and Applications, Vol. 9, No. 1, pp.123-146. (SCI源刊) Yinghan Zhang, Xiaoyuan Yang, Stochastic Elastic Equation Driven by Fractional Brownian Motion, Stochastics: An International Journal of Probability and Stochastic Processes, Vol. 88, No. 3, pp.415-427, 2016. (SCI源刊) Xiaoyuan Yang and Xiaocui Li, Ruisheng Qi, Yinghan Zhang, Full-Discrete Finite Element Method for Stochastic Hyperbolic Equation, Journal of Computational Mathematics, Vol. 33, No. 5, pp.533–556, 2015. (SCI源刊) Yinghan Zhang, Xiaoyuan Yang, Fractional Stochastic Volterra Equation Perturbed by Fractional Brownian Motion, Appl. Math. Comput., Vol. 256, No. 1, pp.20-36, 2015.(SCI源刊) Yan Shi, Xiaoyuan Yang, Pansharpening of Multispectral Images Using the Nonseparable Framelet Lifting Transform with High Vanishing Moments, Information Fusion, Vol. 20, pp.213-224, 2014.(SCI源刊) Yan Shi, Xiaoyuan Yang, Translation Invariant Directional Framelet Transform Combined with Gabor Filters for Image Denoising, IEEE Transactions on Image Processing, Vol. 23, No. 1, pp.44-55, 2014.(SCI源刊) Juncheng Dan, Xiaoyuan Yang, Random Error Modeling and Analysis of Airborne LIDAR Systems, IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, No. 7, pp.3885-3894, 2014.(SCI源刊) Reisheng Qi, Xiaoyuan Yang, Full-discrete Finite Element Method for Stochastic Elastic Equation Driven by an Additive Noise, Numerical Methods for Partial Differential Equations, Vol. 29, No. 6, pp.1946-1962, 2013.(SCI源刊) Reisheng Qi, Xiaoyuan Yang, Weak Convergence of Finite Element Method for Stochastic Elastic Equation Driven by Additive Noise, Journal of Scientific Computing,Vol. 56, No. 3, pp.450-470, 2013.(SCI源刊) Xiaoyuan Yang,Reisheng Qi, Nonconforming Finite Element Method for Stochastic Stokes Equations, Applied Mathematical Modelling,Vol. 37, No. 8, pp.6110-6118, 2013.(SCI源刊) Reisheng Qi, Xiaoyuan Yang, A Nonconforming Rectangular Finite Element Pair for the Darcy-Stokes-Brinkman Model, Numerical Methods for Partial Differential Equations, Vol. 29, No. 2, pp.510-530, 2013. (SCI) Xiaoyuan Yang, Reisheng Qi, A Posteriori Analysis of Finite Element Discretizations of Stochastic Partial Differential Delay Equations, Journal of Difference Equations and Applications, Vol. 18, No. 10, pp.1649-1663, 2012.(SCI源刊) Xiaoyuan Yang, Shi Yan, The Lifting Factorization of Wavelet Bi-frames with Arbitrary Generators, Mathematics and Computers in Simulation, Vol. 82, No. 4, pp.570- 589, 2011.(SCI源刊) Yan Shi, Xiaoyuan Yang, The Lifting Factorization and Construction of Wavelet Bi-frames with Arbitrary Generators and Scaling, IEEE Transactions on Image Processing, Vol. 20, No. 9, pp.2439-2449, 2011.(SCI源刊) Xiaoyuan Yang, Yan Shi, Construction of Parameterizations of Masks for Tight Wavelet Frames with Two Symmetric/Antisymmetric Generators and Application in Image Compression and Denosing, Journal of Computational and Applied Mathematics, Vol. 235, No. 8, pp.2112-2136, 2011.(SCI源刊) Xiaoyuan Yang, Jie Min, Yan Shi, Parametrization Construction Frame of Lifting Scheme, IET Singal Processing, Vol. 5, No. 1, pp.1-15, 2011.(SCI源刊) Xiaoyuan Yang, Yan Shi, A General Framework of the Construction of Biorthogonal Wavelets Based on Bernstein Bases: Theory Analysis and Application in Image Compression. IET Computer Vision, Vol. 5, No. 1, pp.50-67, 2011.(SCI源刊) Xiaoyuan Yang, Yan Shi, The Lifting Scheme for Wavelet Bi-frames: Theory , Structure, and Algorithm, IEEE Transactions on Image Processing,Vol. 19, No. 3, pp.612-624, 2010.(SCI源刊) Xiaoyuan Yang, Yuanyuan Duan, A Posteriori Error Estimates for Finite Element Approximation of Unsteady Incompressible Stochastic Navier-Stokes Equations, SIAM Journal on Numerical Analysis, Vol. 48, No. 4, pp.1579-1600, 2010.(SCI源刊) Xiaoyuan Yang, etc, Lifting Construction Based on Bernstein Bases and Application in Image Compression, IET Image Processing, Vol. 4, No. 5, pp.385-402, 2010.(SCI源刊) Xiaoyuan Yang, Wei Wang, Yuanyuan Duan, The Approximation of a Crank-Nicolson Scheme for the Stochastic Navier-Stokes Equations, Journal of Computational and Applied Mathematics, Vol. 225, No. 1, pp.31-43, 2009. (SCI源刊) Xiaoyuan Yang, Hui Ren, Embedded Zerotree Wavelets Coding Based on Adaptive Fuzzy Clustering for Image Compression, Image and Vision Computing, Vol. 26, No. 6, pp.812-819, 2008. (SCI源刊) Rui Yang, Xiaoyaun Yang, Fractal Image Compression Algorithms Based on Possibility theory,Fractals-Complex Geometry Patterns and Scaling in Nature and Society, Vol. 15, No. 2, pp.183-195, 2007. (SCI源刊)

学术兼职

国际权威期刊《IEEE Transactions on Signal Processing》、《Information Sciences》、《IEEE Transactions on Image Processing》、《International Journal of Computer Mathematics》、《IET signal Processing》、《IET Control Theory & Applications》等审稿人 《航空学报》审稿人

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