UM

Browse/Search Results:  1-10 of 49 Help

Selected(0)Clear Items/Page:    Sort:
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  
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  
Adaptive multi-scale deep neural networks with perceptual loss for panchromatic and multispectral images classification Journal article
Information Sciences, 2019,Volume: 490,Page: 1-17
Authors:  Shi,Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:13 TC[Scopus]:15 | Submit date:2021/03/11
Adaptive multi-scale learning  Convolutional neural networks  Perceptual loss  Spectral similarity constraint  Structure similarity constraint  
A Computation Resource Friendly Convolutional Neural Network Engine for EEG-based Emotion Recognition Conference paper
2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2019 - Proceedings
Authors:  Zhan,Yi;  Vai,Mang I.;  Barma,Shovan;  Pun,Sio Hang;  Li,Jia Wen;  Mak,Peng Un
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
CNN  deep learning  depth-wise convolution  EEG  emotion recognition  parallel convolution neural network  
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]:9 TC[Scopus]:11 | Submit date:2019/04/04
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.
Favorite |  | TC[WOS]:16 TC[Scopus]:23 | Submit date:2019/02/11
Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised learning  
Tensor Nuclear Norm-Based Low-Rank Approximation With Total Variation Regularization Journal article
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2018,Volume: 12,Issue: 6,Page: 1364-1377
Authors:  Chen, Yongyong;  Wang, Shuqin;  Zhou, Yicong
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2019/01/17
Low-rank tensor approximation  tensor nuclear norm  hyper total variation  spatial-spectral total variation  image denoising  
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]:35 TC[Scopus]:35 | Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks  
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
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2018/10/30
Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold