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杨淑媛
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Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Paper Publications
Yang, Shuyuan^Wang, Min^Long, Hezhao^Liu, Zhi,Sparse Robust Filters for scene classification of Synthetic Aperture Radar (SAR) images:NEUROCOMPUTING,2016,184:91-98
Yang, Lixia; Yang, Shuyuan; Li, Sujing; Zhang, Rui; Liu, Fang; Jiao, Licheng,Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification:KNOWLEDGE-BASED SYSTEMS,2015,79:80-89
Kai, Zhang ; Hong, Li ; Shuyuan, Yang ; Min, Wang ; Zhengkang, Liu ; Rong, Qu ; Licheng, Jiao ,Sparse double-geometric nonlocal mean image recovery via steerable kernel:Applied Soft Computing Journal,2015,33:77-85
Wang, Min ; Zhou, Hongjing ; Yang, Shuyuan ; Jin, Li ; Jiao, Licheng ,Robust compressive features based power quality events classification with Analog-Digital Mixing Network (ADMN):Neurocomputing,2016,171:685-692
Yang, Shuyuan; Wang, Min; Li, Peng; Jin, Li; Wu, Bin; Jiao, Licheng,Compressive Hyperspectral Imaging via Sparse Tensor and Nonlinear Compressed Sensing:IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING,2015,53(11):5943-5957
Zhang, Kai^Wang, Min^Yang, Shuyuan^Xing, Yinghui^Qu, Rong,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
Yang, Shuyuan^Zhang, Jiren^Cui, Shun^Wang, Min^Jiao, Licheng,Curvelet Support Value Filters (CSVFs) for image super-resolution:NEUROCOMPUTING,2016,211:53-59
Yang, Shuyuan^Zhou, Hongjing^Wang, Min^Feng, Zhixi^Jiao, Licheng,Fuzzy Signature-Based Discriminative Subspace Projection for Hyperspectral Data Classification:IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING,2016,9(9):4196-4202
Incremental Semi-Supervised classification of data streams via self-representative selection:APPLIED SOFT COMPUTING,2016,47:389-394
New Hierarchical Saliency Filtering for Fast Ship Detection in High-Resolution SAR Images:IEEE Transactions on Geoscience and Remote Sensing,2017,55(1):351-362
Huo, Lina^Yang, Shuyuan^Jiao, Licheng^Wang, Shigang^Wang, Shuang,Local graph regularized sparse reconstruction for salient object detection:NEUROCOMPUTING,2016,194:348-359
Yang, Shuyuan; Zhang, Xiantong; Yao, Yigang; Cheng, Shiqian; Jiao, Licheng,Geometric Nonnegative Matrix Factorization (GNMF) for Hyperspectral Unmixing:IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE##SENSING,2015,8(6):2696-2703
Feng, Zhixi; Yang, Shuyuan; Wang, Shigang; Jiao, Licheng,Discriminative Spectral-Spatial Margin-Based Semisupervised Dimensionality Reduction of Hyperspectral Data:IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2015,12(2):224-228
Wang, Shigang; Yang, Shuyuan; Liu, Zhengkang; Jiao, Licheng,Saliency generation from complex scene via digraph and Bayesian inference:NEUROCOMPUTING,2015,170:176-186
Multispectral and Hyperspectral Image Fusion Based on Group Spectral Embedding and Low-Rank Factorization:IEEE Transactions on Geoscience and Remote Sensing,2017,55(3):1363-1371
Yang, Shuyuan ; Wang, Min ; Jin, Li ; Wang, Shigang ; Liu, Fang ; Jiao, Licheng ,Learning compressive sampling via multiscale and steerable support value transform:Knowledge-Based Systems,2015,82:128-138
Huo, Lina^Yang, Shuyuan^Jiao, Licheng^Wang, Shuang^Shi, Jiao,Local graph regularized coding for salient object detection:INFRARED PHYSICS & TECHNOLOGY,2016,77:124-131
Saliency-guided change detection for SAR imagery using a semi-supervised Laplacian SVM:REMOTE SENSING LETTERS,2016,7(11):1043-1052
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