【人物简介】

　　杨淑媛，1978年出生，教授、博士生导师。1996年到2005年在西安电子科技大学分别获得学士、硕士和博士学位，010年入选教育部新世纪优秀人才支持计划，2012年入选陕西省科技新星，现为国家111基地成员,IEEE和中国电子学会高级会员。

【研究方向】

智能信号与图像处理,机器学习,压缩采样。

【研究成果】

获陕西省科学技术一等奖2项、陕西省高等学校科学技术奖一等奖1项、西安市科学技术一等奖1项、校优秀科研成果奖一等奖3项，授权国家专利1项，受理国家专利7项（第一发明人）。

【科研项目】

　　主持参与了国家自然科学基金、863计划、973子项、陕西省自然科学基金、中国博士后基金、 教育部博士点基金等多项科研项目。

【论文著作】

　　[1]Shuyuan Yang,et.al.High Resoltion Range-Reflectivity Estimation Multiple Radar Targets via Comressive Sampling and Memetic Algorithm,Information Sciences,in press,2013. 　　[2]Shuyuan Yang,et.al.Image Noise Reduction via Geometric Multiscale Ridgelet Support Vector Transform and Dictionary Learning,IEEE Transactions on Image Processing,in press,2013. 　　[3]Shuyuan Yang,et.al.Compressive Feature and Kernel Sparse Coding based Radar Target Recognition,IET Radar, Sonar & Navigation,in press,2013. 　　[4]Shuyuan Yang,et.al.Compressive Sensing-inspired Dual-Sparse SLFNN for Hyperspectral Imagery Classification,IEEE Geoscience and Remote Sensing Letters,in press,2013. 　　[5]Shuyuan Yang,et.al.Data-driven Compressive Sampling and Learning Sparse Coding for Hyperspectral Image Classification,IEEE Geoscience and Remote Sensing Letters,in press,2013. 　　[6]Shuyuan Yang,et.al.Semi-supervised Low-rank Representation Graph for Pattern Recognition,IET Image Processing,in press,2013. 　　[7]Shuyuan Yang,et.al.Sparse Ridgelet Kernel Regressor and its Online Sequential Extreme Learning.NeuroComputing,in press,2013. 　　[8]Shuyuan Yang,et.al.Dictionary learning and similarity regularization based image noise reduction.J.Visual Communication and Image Representation,24(2):181-186,2013. 　　[9]Shuyuan Yang,et.al.Single-Image Super-Resolution Reconstruction via Learned Geometric Dictionaries and Clustered Sparse Coding.IEEE Transactions on Image Processing,21(9):4016-4028,2012. 　　[10]Shuyuan Yang,et.al.Semi-supervised action recognition in video via Labeled Kernel Sparse Coding and sparse L1 graph.Pattern Recognition Letters,33(14):1951-1956,2012. 　　[11]Shuyuan Yang,et.al.Structural Similarity Regularized and Sparse Coding based Super-resolution for Medical Images.Biomedical Signal Processing and Control,7(6):579-590,2012. 　　[12]Shuyuan Yang,et.al.Contourlet hidden Markov Tree and clarity-saliency driven PCNN based remote sensing images fusion,Applied Soft Computing,12(1):228-237,2012. 　　[13]Shuyuan Yang,et.al.Evolution-enhanced multiscale overcomplete dictionaries learning for image denoising.Engineering Applications of Artificial Intelligence,25(6):1259-1264,2012. 　　[14]Shuyuan Yang,et.al.Fusion of multispectral and panchromatic images based on support value transform and adaptive principal component analysis.Information Fusion,13(3):177-184,2012.