Task-Driven Dictionary Learning for Hyperspectral Image Classification With Structured Sparsity Constraints

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2015.2399978 ◽

2015 ◽

Vol 53 (8) ◽

pp. 4457-4471 ◽

Author(s):

Xiaoxia Sun ◽

Nasser M. Nasrabadi ◽

Trac D. Tran

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Structured Sparsity ◽

Hyperspectral Image Classification ◽

Sparsity Constraints

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Contextual Online Dictionary Learning for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2761893 ◽

2018 ◽

Vol 56 (3) ◽

pp. 1336-1347 ◽

Author(s):

Wei Fu ◽

Shutao Li ◽

Leyuan Fang ◽

Jon Atli Benediktsson

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Online Dictionary Learning

Download Full-text

Spectral-spatial online dictionary learning for hyperspectral image classification

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8127808 ◽

2017 ◽

Author(s):

Wei Fu ◽

Shutao Li ◽

Leyuan Fang ◽

Jon Atli Benediktsson

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Online Dictionary Learning

Download Full-text

Spatial-aware hyperspectral image classification via multifeature kernel dictionary learning

International Journal of Data Science and Analytics ◽

10.1007/s41060-018-0115-0 ◽

2018 ◽

Vol 7 (2) ◽

pp. 115-129 ◽

Author(s):

Huimin Zhang ◽

Ming Yang ◽

Wanqi Yang ◽

Jing Lv

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

Download Full-text

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 ◽

Download Full-text

Class-wise dictionary learning for hyperspectral image classification

Neurocomputing ◽

10.1016/j.neucom.2016.05.101 ◽

2017 ◽

Vol 220 ◽

pp. 121-129 ◽

Author(s):

Siyuan Hao ◽

Wei Wang ◽

Yan Yan ◽

Lorenzo Bruzzone

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

Download Full-text