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Multi-stage convolutional broad learning with block diagonal constraint for hyperspectral image classification Journal article
Remote Sensing, 2021,Volume: 13,Issue: 17
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Philip Chen, C. L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Block diagonal  Broad learning system  Classification  Convolutional neural network  Hyperspectral image  
Spatial-aware network for hyperspectral image classification Journal article
Remote Sensing, 2021,Volume: 13,Issue: 16
Authors:  Wei, Yantao;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Deep learning  Feature learning  Hyperspectral image classification  Spatial-aware network  
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020,Volume: 30,Page: 1423-1438
Authors:  Zhiyu Zhu;  Junhui Hou;  Jie Chen;  Huanqiang Zeng;  Jiantao Zhou
Favorite |  | TC[WOS]:3 TC[Scopus]:0 | Submit date:2021/03/11
Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
Improved Local Covariance Matrix Representation for Hyperspectral Image Classification Conference paper
International Geoscience and Remote Sensing Symposium (IGARSS)
Authors:  Zhang, Xinyu;  Wei, Yantao;  Yao, Huang;  Zhou, Yicong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/12/06
adaptive weighted filtering  covariance matrix  feature extraction  hyperspectral image classification  
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.
Favorite |  | TC[WOS]:11 TC[Scopus]:12 | Submit date:2019/04/04
Feature extraction  multiscale feature histograms  principal component analysis (PCA)  quaternion Weber local descriptor (QWLD)  
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.
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2019/04/04
Feature Extraction  Hyperspectral Images  Pattern Recognition  
Superpixel-based 3D deep neural networks for hyperspectral image classification Journal article
PATTERN RECOGNITION, 2018,Volume: 74,Page: 600-616
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:44 TC[Scopus]:43 | Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks  
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
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2018/10/30
Wavelet transform  deep autoencoder  neuronal network  mathematical morphology  feature extraction  
Constrained Manifold Learning for Hyperspectral Imagery Visualization Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018,Volume: 11,Issue: 4,Page: 1213-1226
Authors:  Danping Liao;  Yuntao Qian;  Yuan Yan Tang
Favorite |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2018/10/30
Composite Kernel  Hyperspectral Image  Manifold Learning  Visualization  
Multi-scale hierarchical recurrent neural networks for hyperspectral image classification Journal article
NEUROCOMPUTING, 2018,Volume: 294,Page: 82-93
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:35 TC[Scopus]:37 | Submit date:2018/10/30
Hyperspectral Image Classification  Recurrent Neural Networks  Multi-scale