Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518654 ◽

2018 ◽

Author(s):

Junshi Xia ◽

Naoto Yokoya ◽

Akira Iwasaki

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Extreme Learning Machines ◽

Hyperspectral Image Classification ◽

Learning Machines

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Textural feature extraction and ensemble of extreme learning machines for hyperspectral image classification

2018 26th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2018.8404203 ◽

2018 ◽

Author(s):

Kadir Guzel ◽

Gokhan Bilgin

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Textural Feature ◽

Extreme Learning Machines ◽

Hyperspectral Image Classification ◽

Learning Machines

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HCKBoost: Hybridized composite kernel boosting with extreme learning machines for hyperspectral image classification

Neurocomputing ◽

10.1016/j.neucom.2019.01.010 ◽

2019 ◽

Vol 334 ◽

pp. 100-113 ◽

Author(s):

Ugur Ergul ◽

Gokhan Bilgin

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Extreme Learning Machines ◽

Hyperspectral Image Classification ◽

Learning Machines ◽

Composite Kernel

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Spectral-Spatial Hyperspectral Image Classification Using Superpixel and Extreme Learning Machines

Communications in Computer and Information Science - Pattern Recognition ◽

10.1007/978-3-662-45646-0_17 ◽

2014 ◽

pp. 159-167 ◽

Author(s):

Wuhui Duan ◽

Shutao Li ◽

Leyuan Fang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Extreme Learning Machines ◽

Hyperspectral Image Classification ◽

Learning Machines

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${{\rm E}^{2}}{\rm LMs}$: Ensemble Extreme Learning Machines for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2014.2301775 ◽

2014 ◽

Vol 7 (4) ◽

pp. 1060-1069 ◽

Author(s):

Alim Samat ◽

Peijun Du ◽

Sicong Liu ◽

Jun Li ◽

Liang Cheng

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Extreme Learning Machines ◽

Hyperspectral Image Classification ◽

Learning Machines

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Hyperspectral image classification by AdaBoost weighted composite kernel extreme learning machines

Neurocomputing ◽

10.1016/j.neucom.2017.09.004 ◽

2018 ◽

Vol 275 ◽

pp. 1725-1733 ◽

Author(s):

Lu Li ◽

Chengyi Wang ◽

Wei Li ◽

Jingbo Chen

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Extreme Learning Machines ◽

Hyperspectral Image Classification ◽

Learning Machines ◽

Composite Kernel

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Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3073699 ◽

2021 ◽

pp. 1-17

Author(s):

Sen Jia ◽

Xiaomei Liu ◽

Meng Xu ◽

Qiao Yan ◽

Jun Zhou ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Hyperspectral Image Classification ◽

Gradient Feature

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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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Domain Adaptation Based on Graph and Statistical Features for Cross-Scene Hyperspectral Image Classification

10.1109/igarss47720.2021.9553470 ◽

2021 ◽

Author(s):

Yuxiang Zhang ◽

Wei Li ◽

Ran Tao

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Statistical Features ◽

Hyperspectral Image Classification

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Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2018.2889789 ◽

2019 ◽

Vol 16 (6) ◽

pp. 972-976 ◽

Author(s):

Jiangtao Peng ◽

Weiwei Sun ◽

Li Ma ◽

Qian Du

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Hyperspectral Image Classification

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Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2015.2449738 ◽

2016 ◽

Vol 9 (2) ◽

pp. 543-555 ◽

Author(s):

Hsiuhan Lexie Yang ◽

Melba M. Crawford

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Hyperspectral Image Classification

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