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Marginalized Graph Self-Representation for Unsupervised Hyperspectral Band Selection Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Zhang, Yongshan;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/17
Graph convolution  Hyperspectral band selection  Marginalized corruption  Self-representation (SR)  Unsupervised learning  
Locally homogeneous covariance matrix representation for hyperspectral image classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021,Volume: 14,Page: 9396-9407
Authors:  Zhang, Xinyu;  Wei, Yantao;  Yao, Huang;  Ye, Zhijing;  Zhou, Yicong;  Zhao, Yue
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/13
Covariance matrix (CM)  Entropy rate superpixel (ERS) segmentation  Feature extraction  Hyperspectral image (HSI) classification  
A Novel GA-Based Optimized Approach for Regional Multimodal Medical Image Fusion with Superpixel Segmentation Journal article
IEEE Access, 2021,Volume: 9,Page: 96353-96366
Authors:  Duan, Junwei;  Mao, Shuqi;  Jin, Junwei;  Zhou, Zhiguo;  Chen, Long;  Chen, C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/13
genetic algorithm  log-gabor filter  Multimodal medical image fusion  sum modified laplacian  superpixel segmentation  
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]:20 TC[Scopus]:21 | Submit date:2021/03/11
Hyperspectral Image Classification  Local And nonLocal Similarities  Recurrent Neural Networks  Stacked Autoencoders  
Content-Adaptive Noise Estimation for Color Images with Cross-Channel Noise Modeling Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 4161-4176
Authors:  Li Dong;  Jiantao Zhou;  Yuan Yan Tang
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
Color Image Noise Modeling  Noise Estimation  Weakly Textured Patch  
On-line video multi-object segmentation based on skeleton model and occlusion detection Journal article
Multimedia Tools and Applications, 2018,Volume: 77,Issue: 23,Page: 31313-31329
Authors:  Huang, Guoheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/11/06
Multi-object Segmentation  Skeleton Model  Occlusion Detection  Superpixel  On-line  
Multifocus image fusion with enhanced linear spectral clustering and fast depth map estimation Journal article
NEUROCOMPUTING, 2018,Volume: 318,Page: 43-54
Authors:  Duan, Junwei;  Chen, Long;  Chen, C. L. Philip
Favorite |  | TC[WOS]:11 TC[Scopus]:15 | Submit date:2018/10/30
Multifocus Image Fusion  Superpixel  Linear Spectral Clustering  Depth Information  Multi-image Guided Filtering  
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]:51 TC[Scopus]:50 | Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks  
Perceptual Loss for Superpixel-Level Multispectral and Panchromatic Image Classification Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Calgary, Alberta, Canada, April 15-20, 2018
Authors:  Shi C.;  Pun C.-M.
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2019/02/14
Convolutional Neural Networks  Perceptual Loss Function  Spectral Similarity Constraint  Structure Similarity Constraint  
A two-stage localization for copy-move forgery detection Journal article
INFORMATION SCIENCES, 2018,Volume: 463,Page: 33-55
Authors:  Pun, Chi-Man;  Chung, Jim-Lee
Favorite |  | TC[WOS]:24 TC[Scopus]:33 | Submit date:2018/10/30
Copy-move Forgery Detection  Weber Local Descriptor  Discrete Analytic Fourier-main Transform  Circular Blocks With Different Radii