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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
|
View/Download:7/0
|
TC[WOS]:
6
TC[Scopus]:
9
|
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
|
View/Download:52/0
|
TC[WOS]:
2
TC[Scopus]:
15
|
Submit date:2019/02/11
Graph convolutional
hyperspectral image (HSI) classification
neural network
semisupervised learning
Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image
Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:
Li A.
;
Qin A.
;
Hu S.
;
Shang Z.
;
Tang Y.Y.
Favorite
|
View/Download:10/0
|
TC[WOS]:
0
TC[Scopus]:
1
|
Submit date:2019/02/11
3-D edge-preserving filters (3-D EPFs)
Hyperspectral images (HSIs)
Intensity differences
Sparse subspace clustering (SSC)
Endmember Extraction of Hyperspectral Remote Sensing Images Based on an Improved Discrete Artificial Bee Colony Algorithm and Genetic Algorithm
Journal article
Mobile Networks and Applications, 2018
Authors:
Fu, Zheng
;
Pun, Chi-Man
;
Gao, Hao
;
Lu, Huimin
Favorite
|
View/Download:15/0
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2019/05/21
Endmember Extraction Problem
Artificial Bee Colony Algorithm
Genetic Algorithm
Integer Optimization
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
|
View/Download:25/0
|
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
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 A.
;
Shang Z.
;
Tian J.
;
Zhang T.
;
Tang Y.Y.
;
Qian J.
Favorite
|
View/Download:4/0
|
TC[WOS]:
2
TC[Scopus]:
3
|
Submit date:2019/02/11
Dimensional reduction
distribution preserving embedding
edge-preserving smoothing
hyperspectral image (HSI) classification
unit hyperspherical manifold
Wavelet-based extended morphological profile and deep autoencoder for hyperspectral image classification
Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 3
Authors:
Luo, Huiwu
;
Tani, Yuan Yan
;
Biuk-Aghai, Robert P.
;
Yang, Xu
;
Yang, Lina
;
Wang, Yi
Favorite
|
View/Download:37/0
|
TC[WOS]:
2
TC[Scopus]:
4
|
Submit date:2018/10/30
Wavelet transform
deep autoencoder
neuronal network
mathematical morphology
feature extraction
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images
Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 16-28
Authors:
Zhang, Lefei
;
Zhang, Qian
;
Du, Bo
;
Huang, Xin
;
Tang, Yuan Yan
;
Tao, Dacheng
Favorite
|
View/Download:27/0
|
TC[WOS]:
91
TC[Scopus]:
122
|
Submit date:2018/10/30
Feature Extraction
Feature Selection
Hyperspectral Data
Spectral-spatial Classification
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
|
View/Download:7/0
|
TC[WOS]:
1
TC[Scopus]:
1
|
Submit date:2019/04/04
feature extraction
Hyperspectral images
pattern recognition
Spectral-spatial destriping of hyperspectral image via correntropy based sparse representation and unidirectional Huber-Markov random fields
Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017,Volume: 15,Issue: 6
Authors:
Wang, Yulong
;
Tang, Yuan Yan
;
Li, Luoqing
Favorite
|
View/Download:25/0
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2018/10/30
Hyperspectral Images
Destriping
Sparse Representation
Markov Random Field