杨小远 Xiaoyuan Yang

职 称
教授
学 历
博士

电 话

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


个人主页

u 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

u 工作经历

§ 2001年至今北京航空航天大学教授/博导

u 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

u 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）

u 开授课程

《工科数学分析》（上、下）、《小波变换》、《高等代数》

u 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《IEEE Transactions on Image Processing》、《SIAM Journal on Numerical Analysis》等SCI源刊发表40余篇.主要论文如下：
1. Xiaoyuan Yang, Jingkai Wang，Random Walks for Pansharpening in Complex Tight Framelet Domain，IEEE Transactions on Geoscience and Remote Sensing，网络在线DOI:10.1109/TGRS.2019.**.
2. Real-time object tracking via least squares transformation in spatial and Fourier domains for unmanned aerial vehicles，Chinese Journal of Aeronautics，网络在线DOI:10.1016/j.cja.2019.01.020.
3. 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)
4. 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)
5. 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)
6. 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)
7. Ting Cheng, Xiaoyuan Yang, Compactly Supported Tight and Sibling Frames Based on Generalized Bernstein Polynomials, Mathematical Problems in Engineering, Vol. 2016, pp.1-13, 2016. (SCI源刊)
8. Ting Cheng, Xiaoyuan Yang, Analysis and construction of a family of refinable functions based on generalized Bernstein polynomials, Journal of Inequalities and Applications, Vol. 2016, No. 166, pp.1-29, 2016. (SCI源刊)
9. 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)
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 Stochastic Hyperbolic 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 Brownian Motion, 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 Lifting Transform with High Vanishing Moments, Information Fusion, Vol. 20, pp.213-224, 2014.(SCI源刊)
14. 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)
15. 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)
16. 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)
17. 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)
18. Xiaoyuan Yang，Reisheng Qi, Nonconforming Finite Element Method for Stochastic Stokes Equations, Applied Mathematical ModellingVol.37, No. 8, pp.6110-6118, 2013.(SCI源刊)
19. 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)
20. Yuanyuan Duan, Xiaoyuan Yang, The Finite Element Method of a Euler Scheme for Stochastic Navier-Stokes Equations Involving the Turbulent Component, International Journal of Numerical Analysis & Modeling, Vol. 10, No. 3, pp.727-744, 2013.(SCI源刊)
21. 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)
22. 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)
23. 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)
24. 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)
25. 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)
26. 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)
27. 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)
28. 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)
29. 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)
30. 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)
31. 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)
32. 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)

u 学术与社会服务

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.

u 科研项目

n 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》，（**）2017.1-2020.12
n 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》，（**）2013.1-2016.12
n 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》，（**）2014.1-2017.12
n 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》, （**）2008.1-2010.12
n 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