Hyperspectral image classification based on spatial and spectral features and sparse representation

Applied Geophysics ◽

10.1007/s11770-014-0451-3 ◽

2014 ◽

Vol 11 (4) ◽

pp. 489-499 ◽

Author(s):

Jing-Hui Yang ◽

Li-Guo Wang ◽

Jin-Xi Qian

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Spectral Features ◽

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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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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Locality-constrained sparse representation for hyperspectral image classification

Information Sciences ◽

10.1016/j.ins.2020.09.009 ◽

2021 ◽

Vol 546 ◽

pp. 858-870

Author(s):

Yuanshu Zhang ◽

Yong Ma ◽

Xiaobing Dai ◽

Hao Li ◽

Xiaoguang Mei ◽

...

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Superpixel-feature-based multiple kernel sparse representation for hyperspectral image classification

Signal Processing ◽

10.1016/j.sigpro.2020.107682 ◽

2020 ◽

Vol 176 ◽

pp. 107682 ◽

Author(s):

Dan Li ◽

Qiang Wang ◽

Fanqiang Kong

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Multiple Kernel ◽

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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 coarse-to-fine approach for medical hyperspectral image classification with sparse representation

AOPC 2017: Optical Spectroscopy and Imaging ◽

10.1117/12.2283229 ◽

2017 ◽

Author(s):

Wei Li ◽

Lan Chang ◽

Mengmeng Zhang

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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