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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
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TC[WOS]:
1
TC[Scopus]:
1
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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
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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
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TC[WOS]:
0
TC[Scopus]:
1
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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
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TC[WOS]:
20
TC[Scopus]:
21
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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
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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
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TC[WOS]:
1
TC[Scopus]:
1
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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
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TC[WOS]:
11
TC[Scopus]:
15
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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
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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
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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
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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