Joint low rank and sparse representation-based hyperspectral image classification

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

10.1109/whispers.2016.8071748 ◽

2016 ◽

Author(s):

Mengmeng Zhang ◽

Wei Li ◽

Qian Du

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification

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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 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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Hyperspectral image classification with low-rank subspace and sparse representation

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326412 ◽

2015 ◽

Author(s):

Alex Sumarsono ◽

Qian Du

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification

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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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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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Spectral-spatial hyperspectral image classification via superpixel merging and sparse representation

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326948 ◽

2015 ◽

Author(s):

Wei Fu ◽

Shutao Li ◽

Leyuan Fang

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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MANIFOLD-BASED SPARSE REPRESENTATION FOR HYPERSPECTRAL IMAGE CLASSIFICATION

Handbook of Pattern Recognition and Computer Vision ◽

10.1142/9789814656535_0018 ◽

2015 ◽

pp. 331-350 ◽

Author(s):

Yuan Yan Tang ◽

Haoliang Yuan

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Hyperspectral Image Classification via Multiple-Feature-Based Improved Sparse Representation

Acta Optica Sinica ◽

10.3788/aos201939.0528004 ◽

2019 ◽

Vol 39 (5) ◽

pp. 0528004

Author(s):

李非燕 Li Feiyan ◽

霍宏涛 Huo Hongtao ◽

李静 Li Jing ◽

白杰 Bai Jie

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Multiple Feature ◽

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