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Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2021
Authors:  Ye, Zhijing;  Qian, Tao;  Zhang, Liming;  Dai, Lei;  Li, Hong;  Benediktsson, Jon Atli
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/13
Adaptive Fourier Decomposition (Fd) (aFd)  Functional Spectral-spatial Features  Hyperspectral Image (Hsi) Classification  Rational Orthogonal Function System.  
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
Adobe PDF | Favorite |  | TC[WOS]:9 TC[Scopus]:0 | Submit date:2021/03/11
Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2019,Volume: 57,Issue: 4,Page: 2341-2357
Authors:  Xiong, Fengchao;  Qian, Yuntao;  Zhou, Jun;  Tang, Yuan Yan
Favorite |  | TC[WOS]:44 TC[Scopus]:50 | Submit date:2022/04/15
Hyperspectral unmixing  nonnegative tensor factorization (NTF)  spectral-spatial information  total variation (TV)  
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  
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]:52 TC[Scopus]:57 | Submit date:2019/02/11
Broad learning  Class-probability structure  Classification  Hyperspectral imagery  Semi-supervised  
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]:52 TC[Scopus]:57 | Submit date:2018/10/30
hyperspectral imagery  classification  broad learning  semi-supervised  class-probability structure  
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]:12 TC[Scopus]:13 | Submit date:2018/10/30
Composite Kernel  Hyperspectral Image  Manifold Learning  Visualization  
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]:96 TC[Scopus]:100 | 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