基本情况
杨小远,北京航空航天大学数学与系统科学学院教授、博士生导师。
教育背景
2002.9-2007.12,工学博士,北京航空航天大学计算机应用专业
1985.9-1988.3,理学硕士,中科院沈阳计算所计算数学专业
1981.9-1985.9,理学学士,辽宁大学数学系计算数学专业
研究领域
计算数学:随机微分方程的差分和有限元方法的理论与计算
应用调和分析:小波变换、框架变换、各向异性方向提升变换理论研究
图像处理:图像压缩、融合、图像分析与理解
高分辨率对地观测系统中的高精度实时运动成像基础问题研究:高分辨率合成孔径雷达、多模式激光雷达、高光谱成像退化机理与实时补偿理论模型与算法研究
论文发表
先后在国际权威期刊《IEEE Transactions on Image Processing》、《SIAM
Journal on Numerical Analysis》等和国内核心期刊发表(含录用)60余篇论文,代表性论文如下:
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Reisheng Qi, Xiaoyuan Yang, A Nonoconforming
Rectangular Finite Element Pair for the Darcy-Stokes-Brinkman Model, Numerical
Methods for Partial Differential Equations(SCI)
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Xiaoyuan
Yang, Reisheng Qi, A Posteriori Analysis of Finite Element Discretizations of Stochastic
Partial Differential Delay Equation, Journal of Difference Equations and
Applications(SCI)
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Xiaoyuan
Yang, Shi Yan, The Lifting Factorization of Wavelet
Bi-frames with Arbitrary Generator,Mathematics and Computers in simulation(SCI)
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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, PP2439-2440, 2011(SCI)
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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, pp2112-2136, 2011(SCI)
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Xiaoyuan
Yang, Jie Min, Yan Shi, Parametrization Construction Frame of Lifting Scheme, IET
singal processing, Vol.5, No.1, pp1-15, 2011(SCI)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)
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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)
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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)
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Xiaoyuan
Yang, Xvdong Zhang, The Regularity Analysis Multivariate Refinable Functions
from Generalized Bernstein Bases and Applicationin Romote Sensing Image
Compression, International Journal of Computer Mathematics , Vol.87, No.1,
12-37, 2010(SCI)
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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)
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Xiaoyuan
Yang, Wei Wang, Yuanyuan Duan, The Approximation of a Crank –NicolsonScheme for
the Stochastic Navier-Stokes Equations, Journal of Computational and Applied
Mathematics Vol.225, No.1, pp31-43, 2009 (SCI)
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Xiaoyuan
Yang, Hui Ren, Embedded Zero tree Wavelets Coding Based onAdaptive Fuzzy
Clustering for Image Compression, Image and Vision Computing, Vol.26, No.6, pp
812-819, 2008(SCI)
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Xiaoyuan
Yang, Xvdong Zhang , Frame-based Image Denoising Using Hidden MarkovModel,
International Journal of Wavelets, Multiresolution and Information
Processing, Vol.6, No.3, pp419-432, 2008(SCI)
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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, pp183-195, 2007(SCI)