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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  
Multiscale Superpixel-Based Hyperspectral Image Classification Using Recurrent Neural Networks with Stacked Autoencoders Journal article
IEEE Transactions on Multimedia, 2020,Volume: 22,Issue: 2,Page: 487-501
Authors:  Shi,Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:6 TC[Scopus]:7 | Submit date:2021/03/11
Hyperspectral image classification  Local and nonlocal similarities  Recurrent neural networks  Stacked autoencoders  
Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020,Volume: 13,Page: 3521-3533
Authors:  Guo,Tan;  Luo,Fulin;  Zhang,Lei;  Zhang,Bob;  Tan,Xiaoheng;  Zhou,Xiaocheng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Dictionary decomposition  hyperspectral image (HSI)  low-rank constraint  sparse model  target detection  
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]:0 | 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  
Robust and adaptive algorithm for hyperspectral palmprint region of interest extraction Journal article
IET Biometrics, 2019,Volume: 8,Issue: 6,Page: 391-400
Authors:  Zhao,Shuping;  Zhang,Bob
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Discriminative local feature for hyperspectral hand biometrics by adjusting image acutance Journal article
Applied Sciences (Switzerland), 2019,Volume: 9,Issue: 19
Authors:  Nie,Wei;  Zhang,Bob;  Zhao,Shuping
Favorite |  | TC[WOS]:5 TC[Scopus]:3 | Submit date:2021/03/11
Discriminative local feature  Hyperspectral hand biometrics  Image acutance  
Robust and adaptive ROI extraction for hyperspectral dorsal hand vein images Journal article
IET Computer Vision, 2019,Volume: 13,Issue: 6,Page: 595-604
Authors:  Nie,Wei;  Zhang,Bob
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/03/11
Joint deep convolutional feature representation for hyperspectral palmprint recognition Journal article
Information Sciences, 2019,Volume: 489,Page: 167-181
Authors:  Zhao S.;  Zhang B.;  Philip Chen C.L.
Favorite |  | TC[WOS]:14 TC[Scopus]:16 | Submit date:2019/04/04
CNN stack  Hyperspectral palmprint recognition  Joint convolutional feature  
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.
Favorite |  | TC[WOS]:16 TC[Scopus]:21 | Submit date:2019/02/11
Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised learning  
A novel hyperspectral based dorsal hand recognition system Conference paper
ACM International Conference Proceeding Series
Authors:  Nie,Wei;  Zhang,Bob;  Zhao,Shuping
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Biometrics  Dorsal hand recognition  Hyperspectral based system