Hyperspectral Classification Via Low-Rank Component Induced Spatial-Spectral Kernel

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8899137 ◽

2019 ◽

Author(s):

Le Sun ◽

Fei Yan ◽

Tianming Zhan

Keyword(s):

Low Rank ◽

Hyperspectral Classification ◽

Spectral Kernel

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Low Rank Component Induced Spatial-Spectral Kernel Method for Hyperspectral Image Classification

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2019.2946723 ◽

2020 ◽

Vol 30 (10) ◽

pp. 3829-3842 ◽

Author(s):

Le Sun ◽

Chenyang Ma ◽

Yunjie Chen ◽

Yuhui Zheng ◽

Hiuk Jae Shim ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Kernel Method ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Spectral Kernel

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Hyperspectral classification employing spatial–spectral low rank representation in hidden fields

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-017-0586-1 ◽

2017 ◽

Author(s):

Le Sun ◽

Shunfeng Wang ◽

Jin Wang ◽

Yuhui Zheng ◽

Byeungwoo Jeon

Keyword(s):

Low Rank ◽

Low Rank Representation ◽

Hyperspectral Classification

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Hyperspectral classification based on kernel low-rank multitask learning

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8127679 ◽

2017 ◽

Author(s):

Zhi He ◽

Jun Li ◽

Lin Liu

Keyword(s):

Multitask Learning ◽

Low Rank ◽

Hyperspectral Classification

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Hypergraph-Regularized Low-Rank Subspace Clustering Using Superpixels for Unsupervised Spatial-Spectral Hyperspectral Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.2985981 ◽

2020 ◽

pp. 1-5 ◽

Author(s):

Jinhuan Xu ◽

James E. Fowler ◽

Liang Xiao

Keyword(s):

Subspace Clustering ◽

Low Rank ◽

Hyperspectral Classification

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Hyperspectral Classification Using Cooperative Spatial-Spectral Attention Network With Tensor Low-Rank Reconstruction

10.1109/icip42928.2021.9506400 ◽

2021 ◽

Author(s):

Sen Li ◽

Xiaoyan Luo ◽

Qixiong Wang ◽

Lei Li ◽

Weifa Shen ◽

...

Keyword(s):

Low Rank ◽

Attention Network ◽

Hyperspectral Classification

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Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2828612 ◽

2018 ◽

Vol 56 (7) ◽

pp. 4193-4208 ◽

Author(s):

Zhi He ◽

Jun Li ◽

Kai Liu ◽

Lin Liu ◽

Haiyan Tao

Keyword(s):

Multitask Learning ◽

Low Rank ◽

Variational Mode Decomposition ◽

Mode Decomposition ◽

Hyperspectral Classification

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Joint Sparse and Low-Rank Multitask Learning with Laplacian-Like Regularization for Hyperspectral Classification

Remote Sensing ◽

10.3390/rs10020322 ◽

2018 ◽

Vol 10 (2) ◽

pp. 322 ◽

Author(s):

Zhi He ◽

Yiwen Wang ◽

Jie Hu

Keyword(s):

Multitask Learning ◽

Low Rank ◽

Hyperspectral Classification

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Hyperspectral classification using an adaptive spectral-spatial kernel-based low-rank approximation

Remote Sensing Letters ◽

10.1080/2150704x.2019.1607979 ◽

2019 ◽

Vol 10 (8) ◽

pp. 766-775 ◽

Author(s):

Tianming Zhan ◽

Le Sun ◽

Yang Xu ◽

Minghua Wan ◽

Zebin Wu ◽

...

Keyword(s):

Low Rank ◽

Low Rank Approximation ◽

Rank Approximation ◽

Hyperspectral Classification

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Hyperspectral Classification Using Low Rank and Sparsity Matrices Decomposition

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9324009 ◽

2020 ◽

Author(s):

Hongju Cao ◽

Xiaodi Shang ◽

Chunyan Yu ◽

Meiping Song ◽

Chein-I Chang

Keyword(s):

Low Rank ◽

Hyperspectral Classification

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Homogeneous region based low rank representation in hidden field for hyperspectral classification

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8128065 ◽

2017 ◽

Author(s):

Le Sun ◽

Byeungwoo Jeon ◽

Yuhui Zheng ◽

Yang Xu ◽

Zebin Wu

Keyword(s):

Low Rank ◽

Homogeneous Region ◽

Low Rank Representation ◽

Hyperspectral Classification

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