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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Locality constrained low-rank representation for hyperspectral image classification

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7729122 ◽

2016 ◽

Author(s):

Lei Pan ◽

Heng-Chao Li ◽

Xiang-Dong Chen

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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Kernel Low-Rank Representation Based on Local Similarity for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2019.2915842 ◽

2019 ◽

Vol 12 (6) ◽

pp. 1920-1932 ◽

Author(s):

Qian Liu ◽

Zebin Wu ◽

Le Sun ◽

Yang Xu ◽

Lu Du ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Local Similarity ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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Spectral–Spatial Hyperspectral Image Classification Using $\ell_{1/2}$ Regularized Low-Rank Representation and Sparse Representation-Based Graph Cuts

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2015.2423278 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2473-2484 ◽

Author(s):

Sen Jia ◽

Xiujun Zhang ◽

Qingquan Li

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2017.2650939 ◽

2017 ◽

Vol 10 (6) ◽

pp. 2910-2921 ◽

Author(s):

Shaohui Mei ◽

Qianqian Bi ◽

Jingyu Ji ◽

Junhui Hou ◽

Qian Du

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Domain ◽

Low Rank ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2753401 ◽

2017 ◽

Vol 14 (11) ◽

pp. 2117-2121 ◽

Author(s):

Lei Pan ◽

Heng-Chao Li ◽

Hua Meng ◽

Wei Li ◽

Qian Du ◽

...

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Consistency Constraint

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Learning group-based sparse and low-rank representation for hyperspectral image classification

Pattern Recognition ◽

10.1016/j.patcog.2016.04.009 ◽

2016 ◽

Vol 60 ◽

pp. 1041-1056 ◽

Author(s):

Zhi He ◽

Lin Liu ◽

Suhong Zhou ◽

Yi Shen

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Learning Group ◽

Low Rank Representation

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Sparse and Low-Rank Representation With Key Connectivity for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2020.3023483 ◽

2020 ◽

Vol 13 ◽

pp. 5609-5622 ◽

Author(s):

Yun Ding ◽

Yanwen Chong ◽

Shaoming Pan

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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Group-Aware Low-Rank Representation for Hyperspectral Image Classification

10.1109/igarss47720.2021.9555056 ◽

2021 ◽

Author(s):

Changda Xing ◽

Meiling Wang ◽

Zhisheng Wang ◽

Chaowei Duan ◽

Yiliu Liu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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Discriminative Low-Rank Gabor Filtering for Spectral–Spatial Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2623742 ◽

2017 ◽

Vol 55 (3) ◽

pp. 1381-1395 ◽

Author(s):

Lin He ◽

Jun Li ◽

Antonio Plaza ◽

Yuanqing Li

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Gabor Filtering

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Spectral-Spatial Hyperspectral Image Classification via Locality and Structure Constrained Low-Rank Representation

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8517342 ◽

2018 ◽

Author(s):

Xiang He ◽

Qi Wang ◽

Xuelong Li

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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