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Hyperspectral image classification using One Dimensional Manifold Embedding with Spectral-Spatial based affinity metric
Conference paper
Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015, Gdynia, Poland, 6 24, 2015 - 6 26, 2015
Authors:
Luo, Huiwu
;
Tang, Yuan Yan
;
Wang, Yulong
;
Li, Chunli
;
Wang, Jianzhong
;
Hu, Tingbo
;
Li, Hong
Favorite
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View/Download:16/0
|
TC[WOS]:
2
TC[Scopus]:
2
|
Submit date:2018/11/06
Feature Extraction
1-dimensional Manifold Embedding
Smooth Ordering
Pixel Sorting
Spectral-spatial Information
Self-learning
Hyperspectral Image Classification
Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework
Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,Volume: 10,Issue: 5,Page: 1987-2001
Authors:
Luo, Huiwu
;
Tang, Yuan Yan
;
Wang, Yulong
;
Wang, Jianzhong
;
Biuk-Aghai, Robert P.
;
Pan, Jianjia
;
Liu, Runzong
;
Yang, Lina
Favorite
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View/Download:22/0
|
TC[WOS]:
6
TC[Scopus]:
6
|
Submit date:2018/10/30
1-d Manifold Embedding (1dme)
Hyperspectral Image (Hsi) Classification
Metric Learning
Smooth Ordering
Hyperspectral image classification using distance metric based 1-dimensional manifold embedding
Conference paper
Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, Jeju, 10-13 July 2016
Authors:
HUI-WU LUO
;
YU-LONG WANG
;
YUAN YAN TANG
;
CHUN-LI LI
;
JIAN-ZHONG WANG
Favorite
|
View/Download:11/0
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2019/02/11
Classification
Feature Extraction
High Dimensional Data Analysis
Manifold Learning
Remote Sensing
Hyperspectral Image Classification Based on Spectral-Spatial One-Dimensional Manifold Embedding
Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2016,Volume: 54,Issue: 9,Page: 5319-5340
Authors:
Huiwu Luo
;
Yuan Yan Tang
;
Yulong Wang
;
Jianzhong Wang
;
Lina Yang
;
Chunli Li
;
Tingbo Hu
Favorite
|
View/Download:8/0
|
TC[WOS]:
16
TC[Scopus]:
19
|
Submit date:2019/02/11
1-d Embedding
High-dimensional Data Processing
Hyperspectral Image (Hsi) Classification
Manifold Learning (Ml)
Smooth Interpolation
Smooth Ordering
Spatial Context
Spectral-spatial Metric
Kernel-view based discriminant approach for embedded feature extraction in high-dimensional space
Journal article
Neurocomputing, 2011,Volume: 74,Issue: 9,Page: 1478-1484
Authors:
Miao Cheng
;
Bin Fang
;
Chi-Man Pun
;
Yuan Yan Tang
Favorite
|
View/Download:17/0
|
TC[WOS]:
4
TC[Scopus]:
6
|
Submit date:2019/02/14
Curse-of-dimensionality
Dimensionality Reduction
Feature Extraction
Kernel Analysis
Local Discriminant Analysis
Incremental embedding and learning in the local discriminant subspace with application to face recognition
Journal article
IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 2010,Volume: 40,Issue: 5,Page: 580-591
Authors:
Cheng M.
;
Fang B.
;
Tang Y.Y.
;
Zhang T.
;
Wen J.
Favorite
|
View/Download:5/0
|
TC[WOS]:
19
TC[Scopus]:
32
|
Submit date:2019/02/11
Dimensionality reduction
discriminant embedding
face recognition
incremental learning
manifold learning
singular value decomposition (SVD)
small sample size (SSS) problem