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 ◽

Author(s):

Zhi He ◽

Lin Liu ◽

Ruru Deng ◽

Yi Shen

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

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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 ◽

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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Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2627042 ◽

2017 ◽

Vol 55 (3) ◽

pp. 1544-1562 ◽

Author(s):

Minchao Ye ◽

Yuntao Qian ◽

Jun Zhou ◽

Yuan Yan Tang

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Hyperspectral Image Classification

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Discriminant sub-dictionary learning with adaptive multiscale superpixel representation for hyperspectral image classification

Neurocomputing ◽

10.1016/j.neucom.2020.05.082 ◽

2020 ◽

Vol 409 ◽

pp. 131-145

Author(s):

Xiao Tu ◽

Xiaobo Shen ◽

Peng Fu ◽

Tao Wang ◽

Quansen Sun ◽

...

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification Using Discriminative Dictionary Learning

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/17/1/012222 ◽

2014 ◽

Vol 17 ◽

pp. 012222 ◽

Author(s):

Y Zongze ◽

S Hao ◽

J Kefeng ◽

Z Huanxin

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Discriminative Dictionary Learning

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Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors

2014 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2014.7026065 ◽

2014 ◽

Author(s):

Xiaoxia Sun ◽

Nasser M. Nasrabadi ◽

Trac D. Tran

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Structured Sparsity ◽

Hyperspectral Image Classification

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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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Super pixel-level dictionary learning for hyperspectral image classification

10.1063/1.4992921 ◽

2017 ◽

Author(s):

Wei Zhao ◽

Wen Zhu ◽

Bo Liao ◽

Xiangzheng Fu

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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