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Scientific Research
杨淑媛
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Professor Supervisor of Doctorate Candidates graduate teacher
Scientific Research
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Paper Publications
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Sparse Robust Filters for scene classification of Synthetic Aperture Radar (SAR) images.NEUROCOMPUTING.2016,184:91-98
Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification.KNOWLEDGE-BASED SYSTEMS.2015,79:80-89
Sparse double-geometric nonlocal mean image recovery via steerable kernel.Applied Soft Computing Journal.2015,33:77-85
Robust compressive features based power quality events classification with Analog-Digital Mixing Network (ADMN).Neurocomputing.2016,171:685-692
Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear Compressed Sensing.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING.2015,53(11):5943-5957
Fusion of Panchromatic and Multispectral Images via Coupled Sparse Non-Negative Matrix Factorization.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING.2016,9(12):5740-5747
Patents
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一种基于层次化稀疏建模的图像显著性检测方法
基于几何空谱结构信息的高光谱混合像元分解方法
一种基于修正聚类假设和半监督极速学习机的高光谱地物分类方法
一种基于稀疏表示和超像素的极化SAR地物分类方法
基于特征融合和聚类的高分辨SAR图像快速舰船检测方法
基于对偶稀疏非负矩阵分解的多光谱与全色图像融合方法
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