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Quaternion-based multiscale analysis for feature extraction of hyperspectral images Journal article
IEEE Transactions on Signal Processing, 2019,Volume: 67,Issue: 6,Page: 1418-1430
Authors:  Li H.;  Li H.;  Zhang L.
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Feature extraction  multiscale feature histograms  principal component analysis (PCA)  quaternion Weber local descriptor (QWLD)  
Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification Journal article
IEEE Geoscience and Remote Sensing Letters, 2019,Volume: 16,Issue: 2,Page: 241-245
Authors:  Qin A.;  Shang Z.;  Tian J.;  Wang Y.;  Zhang T.;  Tang Y.Y.
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Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised learning  
Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:  Li A.;  Qin A.;  Hu S.;  Shang Z.;  Tang Y.Y.
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3-D edge-preserving filters (3-D EPFs)  Hyperspectral images (HSIs)  Intensity differences  Sparse subspace clustering (SSC)  
Endmember Extraction of Hyperspectral Remote Sensing Images Based on an Improved Discrete Artificial Bee Colony Algorithm and Genetic Algorithm Journal article
Mobile Networks and Applications, 2018
Authors:  Fu, Zheng;  Pun, Chi-Man;  Gao, Hao;  Lu, Huimin
Favorite  |  View/Download:5/0  |  Submit date:2019/05/21
Endmember Extraction Problem  Artificial Bee Colony Algorithm  Genetic Algorithm  Integer Optimization  
Edge-Smoothing-Based Distribution Preserving Hyperspherical Embedding for Hyperspectral Image Classification Journal article
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018,Volume: 11,Issue: 7,Page: 2501-2512
Authors:  Qin, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Zhang, Taiping;  Tang, Yuan Yan;  Qian, Jiye
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Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
Edge-smoothing-based distribution preserving hyperspherical embedding for hyperspectral image classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018,Volume: 11,Issue: 7,Page: 2501-2512
Authors:  Qin A.;  Shang Z.;  Tian J.;  Zhang T.;  Tang Y.Y.;  Qian J.
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Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
Wavelet-based extended morphological profile and deep autoencoder for hyperspectral image classification Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 3
Authors:  Luo, Huiwu;  Tani, Yuan Yan;  Biuk-Aghai, Robert P.;  Yang, Xu;  Yang, Lina;  Wang, Yi
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Wavelet transform  deep autoencoder  neuronal network  mathematical morphology  feature extraction  
A novel regularized nonnegative matrix factorization for spectral-spatial dimension reduction of hyperspectral imagery Journal article
IEEE Access, 2018,Volume: 6,Page: 77953-77964
Authors:  Yan W.;  Zhang B.;  Yang Z.
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feature extraction  Hyperspectral images  pattern recognition  
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 16-28
Authors:  Zhang, Lefei;  Zhang, Qian;  Du, Bo;  Huang, Xin;  Tang, Yuan Yan;  Tao, Dacheng
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Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification  
Spectral-spatial destriping of hyperspectral image via correntropy based sparse representation and unidirectional Huber-Markov random fields Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017,Volume: 15,Issue: 6
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Hyperspectral Images  Destriping  Sparse Representation  Markov Random Field