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北京航空航天大学网络空间安全学院——杨小远

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北京航空航天大学网络空间安全学院——杨小远


杨小远 Xiaoyuan Yang

职称

教授

学历

博士

电话

010-82339383

办公室

系别

网络空间安全学院

职务

电子信箱

xiaoyuanyang@vip.163.com

传真

010-82339383

个人主页

学习经历

1985年于辽宁大学获学士学位
1988年于中科院沈阳计算所获硕士学位
2008年于北航计算机学院获博士学位

工作经历

2001年至今北京航空航天大学教授/博导

研究领域

基于深度学习的信息安全、应用调和分析与图像处理、随机微分方程 

荣誉及奖励

1)2012年获北京市教学名师
2)2011年获宝钢优秀教师奖
3)2012年获北航教学名师
4)2013年,“北航数学公共课本研一体化课程体系的构建”获北京市教学成果一等奖(排名第二)
5)主讲《工科数学分析》MOOC课程(上、下)2018年获批教育部精品在线课程
6)《高等数学》(上)2018年获批教育部精品在线课程(排名第二)
7)主编《工科数学分析教程》(上、下)获批北京市精品教材(2013年)和国家十二五规划教材(2014年)

开授课程

《工科数学分析》(上、下)、《小波变换》、《高等代数》

教学及科研成果

出版专著:
1.工信部十二五规划学术专著 《随机微分方程有限元》,2014年,电子工业出版社
2.《基于框架变换的图像融合》,2019年,科学出版社
发表论文
先后在国际权威期刊《IEEETransactions on Image Processing》、《SIAM Journal onNumerical Analysis》等SCI源刊发表40余篇.主要论文如下:
1.Xiaoyuan Yang, JingkaiWang,Random Walks for Pansharpening inComplex Tight Framelet Domain,IEEETransactions on Geoscience and Remote Sensing,网络在线DOI:10.1109/TGRS.2019.2897010.
2.Real-time object tracking via least squarestransformation in spatial and Fourier domains for unmanned aerial vehicles,Chinese Journal ofAeronautics,网络在线DOI:10.1016/j.cja.2019.01.020.
3.Xiaoyuan Yang, JingkaiWang, Ridong Zhu, Random Walks for Synthetic Aperture Radar Image Fusion inFramelet Domain, IEEE Transactions on Image Processing, Vol. 27, No.2, pp.851-865, 2018.(SCI源刊)
4.Xiaocui Li, Xiaoyuan Yang,Error Estimates of Finite Element Methods for Stochastic FractionalDifferential Equations, Journal of Computational Mathematics, Vol. 35,No. 3, pp.346-362, 2017. (SCI源刊)
5.Yinghan Zhang, XiaoyuanYang, Stochastic elastic equation driven by multiplicative multi-parameter fractionalnoise, Stochastics and Dynamics, Vol. 17, No. 2, pp.1-22, 2017. (SCI源刊)
6.Xiaocui Li, Xiaoyuan Yang,Yinghan Zhang, Error Estimates of Mixed Finite Element Methods forTime-Fractional Navier–Stokes Equations, Journal of Scientific Computing, Vol. 70,No. 2, pp.500-515, 2017. (SCI源刊)
7.Ting Cheng, Xiaoyuan Yang,Compactly Supported Tight and Sibling Frames Based on Generalized BernsteinPolynomials, Mathematical Problems in Engineering, Vol. 2016, pp.1-13,2016. (SCI源刊)
8.Ting Cheng, XiaoyuanYang, Analysis and construction of a family of refinable functions based ongeneralized Bernstein polynomials, Journal of Inequalities andApplications, Vol. 2016, No. 166, pp.1-29, 2016. (SCI源刊)
9.Yinghan Zhang, XiaoyuanYang, Difference approximation of stochastic elastic equation driven byinfinite dimensional noise, Numerical Mathematics: Theory, Methods andApplications, Vol. 9, No. 1, pp.123-146. (SCI源刊)
10.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)
11.Xiaoyuan Yang and Xiaocui Li,Ruisheng Qi, Yinghan Zhang, Full-Discrete Finite Element Method for StochasticHyperbolic Equation, Journal of Computational Mathematics, Vol. 33,No. 5, pp.533–556, 2015. (SCI源刊)
12.Yinghan Zhang, Xiaoyuan Yang,Fractional Stochastic Volterra Equation Perturbed by Fractional BrownianMotion, Appl. Math. Comput., Vol. 256, No. 1, pp.20-36, 2015.(SCI源刊)
13.Yan Shi, Xiaoyuan Yang,Pansharpening of Multispectral Images Using the Nonseparable Framelet LiftingTransform with High Vanishing Moments, Information Fusion, Vol. 20,pp.213-224, 2014.(SCI源刊)
14.Yan Shi, Xiaoyuan Yang, TranslationInvariant Directional Framelet Transform Combined with Gabor Filters forImage Denoising, IEEE Transactions on Image Processing, Vol. 23, No.1, pp.44-55, 2014.(SCI源刊)
15.Juncheng Dan, Xiaoyuan Yang, RandomError Modeling and Analysis of Airborne LIDAR Systems, IEEE Transactionson Geoscience and Remote Sensing, Vol. 52, No. 7, pp.3885-3894, 2014.(SCI源刊)
16.Reisheng Qi, Xiaoyuan Yang,Full-discrete Finite Element Method for Stochastic Elastic Equation Driven byan Additive Noise, Numerical Methods for Partial Differential Equations,Vol. 29, No. 6, pp.1946-1962, 2013.(SCI源刊)
17.Reisheng Qi, Xiaoyuan Yang, WeakConvergence of Finite Element Method for Stochastic Elastic Equation Drivenby Additive Noise, Journal of Scientific Computing,Vol. 56, No. 3,pp.450-470, 2013.(SCI源刊)
18.Xiaoyuan Yang,Reisheng Qi,Nonconforming Finite Element Method for Stochastic Stokes Equations, AppliedMathematical ModellingVol.37, No. 8, pp.6110-6118, 2013.(SCI源刊)
19.Reisheng Qi, Xiaoyuan Yang, ANonconforming Rectangular Finite Element Pair for the Darcy-Stokes-BrinkmanModel, Numerical Methods for Partial Differential Equations, Vol. 29,No. 2, pp.510-530, 2013. (SCI)
20.Yuanyuan Duan, XiaoyuanYang, The Finite Element Method of a Euler Scheme for Stochastic Navier-StokesEquations Involving the Turbulent Component, International Journal ofNumerical Analysis & Modeling, Vol. 10, No. 3, pp.727-744, 2013.(SCI源刊)
21.Xiaoyuan Yang, ReishengQi, A Posteriori Analysis of Finite Element Discretizations of StochasticPartial Differential Delay Equations, Journal of Difference Equations andApplications, Vol. 18, No. 10, pp.1649-1663, 2012.(SCI源刊)
22.Xiaoyuan Yang, Shi Yan, The LiftingFactorization of Wavelet Bi-frames with Arbitrary Generators, Mathematicsand Computers in Simulation, Vol. 82, No. 4, pp.570- 589, 2011.(SCI源刊)
23.Yan Shi, Xiaoyuan Yang, The LiftingFactorization and Construction of Wavelet Bi-frames with Arbitrary Generatorsand Scaling, IEEE Transactions on Image Processing, Vol. 20, No. 9,pp.2439-2449, 2011.(SCI源刊)
24.Xiaoyuan Yang, Yan Shi, Constructionof Parameterizations of Masks for Tight Wavelet Frames with TwoSymmetric/Antisymmetric Generators and Application in Image Compression andDenosing,Journal of Computational and Applied Mathematics, Vol. 235,No. 8, pp.2112-2136, 2011.(SCI源刊)
25.Xiaoyuan Yang, Jie Min, Yan Shi,Parametrization Construction Frame of Lifting Scheme, IET SingalProcessing, Vol. 5, No. 1, pp.1-15, 2011.(SCI源刊)
26.Xiaoyuan Yang, Yan Shi, A GeneralFramework of the Construction of Biorthogonal Wavelets Based on BernsteinBases: Theory Analysis and Application in Image Compression.IET ComputerVision, Vol. 5, No. 1, pp.50-67, 2011.(SCI源刊)
27.Xiaoyuan Yang, Yan Shi, The LiftingScheme for Wavelet Bi-frames: Theory , Structure, and Algorithm, IEEETransactions on Image Processing,Vol. 19, No. 3, pp.612-624, 2010.(SCI源刊)
28.Xiaoyuan Yang, YuanyuanDuan, A Posteriori Error Estimates for Finite Element Approximation of UnsteadyIncompressible Stochastic Navier-Stokes Equations, SIAM Journal onNumerical Analysis, Vol. 48, No. 4, pp.1579-1600, 2010.(SCI源刊)
29.Xiaoyuan Yang, etc, LiftingConstruction Based on Bernstein Bases and Application in Image Compression,IET Image Processing, Vol. 4, No. 5, pp.385-402, 2010.(SCI源刊)
30.Xiaoyuan Yang, Wei Wang, YuanyuanDuan, The Approximation of a Crank-Nicolson Scheme for the StochasticNavier-Stokes Equations, Journal of Computational and Applied Mathematics,Vol. 225, No. 1, pp.31-43, 2009. (SCI源刊)
31.Xiaoyuan Yang, Hui Ren, Embedded ZerotreeWavelets Coding Based on Adaptive Fuzzy Clustering for Image Compression, Imageand Vision Computing, Vol. 26, No. 6, pp.812-819, 2008. (SCI源刊)
32.Rui Yang, Xiaoyaun Yang,Fractal Image Compression Algorithms Based on Possibility theory, Fractals-ComplexGeometry Patterns and Scaling in Nature and Society, Vol. 15, No. 2,pp.183-195, 2007. (SCI源刊)

学术与社会服务

国际权威期刊《IEEE Transactions on Signal Processing》、《InformationSciences》、《IEEE Transactions on ImageProcessing》、《International Journal of ComputerMathematics》、《IET signal Processing》、《IETControl Theory & Applications》等审稿人.

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研究》,(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


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