GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint

Lei Pan; Heng-Chao Li; Jun Ni; Chen Chen; Xiang-Dong Chen; Qian Du

doi:10.1007/s11554-018-0775-y

GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint

Journal of Real-Time Image Processing ◽

10.1007/s11554-018-0775-y ◽

2018 ◽

Vol 15 (3) ◽

pp. 463-475 ◽

Cited By ~ 4

Author(s):

Lei Pan ◽

Heng-Chao Li ◽

Jun Ni ◽

Chen Chen ◽

Xiang-Dong Chen ◽

...

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation ◽

Consistency Constraint

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Multi-feature hyperspectral image classification with L2,1 norm constrained joint sparse representation

International Journal of Remote Sensing ◽

10.1080/01431161.2021.1890854 ◽

2021 ◽

Vol 42 (12) ◽

pp. 4789-4808

Author(s):

Chengkun Zhang ◽

Min Han

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

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Joint sparse representation of hyperspectral image classification based on optimized dictionary

2020 IEEE 3rd International Conference on Electronic Information and Communication Technology (ICEICT) ◽

10.1109/iceict51264.2020.9334331 ◽

2020 ◽

Author(s):

Yueying Zhang ◽

Ming Zhang ◽

Zhen Qin ◽

Yu Zheng ◽

Wenwen Chen ◽

...

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

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Correntropy-based robust joint sparse representation for hyperspectral image classification

2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2016.8071657 ◽

2016 ◽

Author(s):

Jiangtao Peng ◽

Lefei Zhang

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

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Hyperspectral image classification using Fisher criterion-based Gabor cube selection and multi-task joint sparse representation

2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2015.8075364 ◽

2015 ◽

Author(s):

Sen Jia ◽

Yao Xie ◽

Linlin Shen ◽

Lin Deng

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Fisher Criterion ◽

Joint Sparse Representation

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A weighted multi-task joint sparse representation method for hyperspectral image classification

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

10.1109/igarss.2016.7729631 ◽

2016 ◽

Author(s):

Jinliang An ◽

Yu Mo ◽

Zhi Guo ◽

Xiangrong Zhang

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation ◽

Representation Method

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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 ◽

Cited By ~ 11

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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Hyperspectral Image Classification via Joint Sparse representation of Multi-layer Superpixles

KSII Transactions on Internet and Information Systems ◽

10.3837/tiis.2018.10.021 ◽

2018 ◽

Vol 12 (10) ◽

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

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Local adaptive joint sparse representation for hyperspectral image classification

Neurocomputing ◽

10.1016/j.neucom.2019.01.034 ◽

2019 ◽

Vol 334 ◽

pp. 239-248 ◽

Cited By ~ 10

Author(s):

Jiangtao Peng ◽

Xue Jiang ◽

Na Chen ◽

Huijing Fu

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

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Hyperspectral Image Classification via Joint Sparse Representation

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

10.1109/igarss.2019.8898445 ◽

2019 ◽

Author(s):

Pai-Hui Hsu ◽

Ying-Ying Cheng

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

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Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2015.2484324 ◽

2016 ◽

Vol 46 (12) ◽

pp. 2966-2977 ◽

Cited By ~ 98

Author(s):

Yuan Yuan ◽

Jianzhe Lin ◽

Qi Wang

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Joint Sparse Representation

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