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Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 1423-1438
Authors:  Zhu,Zhiyu;  Hou,Junhui;  Chen,Jie;  Zeng,Huanqiang;  Zhou,Jiantao
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/11
cross-modality  deep learning  Hyperspectral imagery  image fusion  super-resolution  zero-mean normalization  
Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020
Authors:  Zhu,Zhiyu;  Hou,Junhui;  Chen,Jie;  Zeng,Huanqiang;  Zhou,Jiantao
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
cross-modality  deep learning  Hyperspectral imagery  Hyperspectral imaging  image fusion  Image reconstruction  Optimization  Principal component analysis  Residual neural networks  Spatial resolution  super-resolution  Tensors  zero-mean normalization  
Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System Journal article
REMOTE SENSING, 2018,Volume: 10,Issue: 5
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Chen, C. L. Philip
Favorite |  | TC[WOS]:27 TC[Scopus]:30 | Submit date:2018/10/30
hyperspectral imagery  classification  broad learning  semi-supervised  class-probability structure  
Hyperspectral imagery classification based on semi-supervised broad learning system Journal article
Remote Sensing, 2018,Volume: 10,Issue: 5
Authors:  Kong Y.;  Wang X.;  Cheng Y.;  Chen C.L.P.
Favorite |  | TC[WOS]:28 TC[Scopus]:30 | Submit date:2019/02/11
Broad learning  Class-probability structure  Classification  Hyperspectral imagery  Semi-supervised  
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]:7 TC[Scopus]:8 | Submit date:2018/10/30
Composite Kernel  Hyperspectral Image  Manifold Learning  Visualization  
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]:2 TC[Scopus]:2 | Submit date:2019/04/04
feature extraction  Hyperspectral images  pattern recognition  
Hyperspectral image classification using One Dimensional Manifold Embedding with Spectral-Spatial based affinity metric Conference paper
Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015, Gdynia, Poland, 6 24, 2015 - 6 26, 2015
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Li, Chunli;  Wang, Jianzhong;  Hu, Tingbo;  Li, Hong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2018/11/06
Feature Extraction  1-dimensional Manifold Embedding  Smooth Ordering  Pixel Sorting  Spectral-spatial Information  Self-learning  Hyperspectral Image Classification  
Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2017,Volume: 55,Issue: 3,Page: 1776-1792
Authors:  Qian, Yuntao;  Xiong, Fengchao;  Zeng, Shan;  Zhou, Jun;  Tang, Yuan Yan
Favorite |  | TC[WOS]:58 TC[Scopus]:63 | Submit date:2018/10/30
Hyperspectral Imagery (Hsi)  Spectral Unmixing  Spectral-spatial Structure  Tensor Factorization  
Spectral-spatial hyperspectral image destriping using low-rank representation and Huber-Markov random fields Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, 5-8 Oct. 2014
Authors:  Yulong Wang;  Yuan Yan Tang;  Lina Yang;  Haoliang Yuan;  Huiwu Luo;  Yang Lu
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2019/02/11
Learning recovered pattern from region-dependent model for hyperspectral imagery Conference paper
2013 IEEE International Conference on Cybernetics, CYBCONF 2013, Lausanne, Switzerland, 13-15 June 2013
Authors:  Huiwu Luo;  Lina Yang;  Haoliang Yuan;  Yuan Yan Tang
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Compressive Sensing  Hyperspectral Image Reconstruction  Hyperspectral Image Segmentation  Principle Com-ponent Analysis