Hyperspectral Image Classification Using Cluster Based Graph Regularized Low Rank Representation and Dictionary Learning

Neurocomputing ◽

10.1016/j.neucom.2021.07.075 ◽

2021 ◽

Author(s):

Fatemeh Hajiani ◽

Naser Parhizgar ◽

Ahmad Keshavarz

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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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 ◽

Cited By ~ 1

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 ◽

Cited By ~ 1

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 ◽

Cited By ~ 56

Author(s):

Sen Jia ◽

Xiujun Zhang ◽

Qingquan Li

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Graph Cuts ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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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 ◽

Cited By ~ 17

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 ◽

Cited By ~ 1

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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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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Self-Supervised Low-Rank Representation (SSLRR) for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2823750 ◽

2018 ◽

pp. 1-15 ◽

Cited By ~ 7

Author(s):

Yuebin Wang ◽

Jie Mei ◽

Liqiang Zhang ◽

Bing Zhang ◽

Anjian Li ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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Low-rank group inspired dictionary learning for hyperspectral image classification

Signal Processing ◽

10.1016/j.sigpro.2015.09.004 ◽

2016 ◽

Vol 120 ◽

pp. 209-221 ◽

Cited By ~ 26

Author(s):

Zhi He ◽

Lin Liu ◽

Ruru Deng ◽

Yi Shen

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Rank Group

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Weighted Low-Rank Representation-Based Dimension Reduction for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2743018 ◽

2017 ◽

Vol 14 (11) ◽

pp. 1938-1942 ◽

Cited By ~ 6

Author(s):

Xiaotao Wang ◽

Fang Liu

Keyword(s):

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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