A Kernel-Based Extreme Learning Machine Framework for Classification of Hyperspectral Images Using Active Learning

Monoj K. Pradhan; Sonajharia Minz; Vimal K. Shrivastava

doi:10.1007/s12524-019-01021-6

A Kernel-Based Extreme Learning Machine Framework for Classification of Hyperspectral Images Using Active Learning

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-019-01021-6 ◽

2019 ◽

Vol 47 (10) ◽

pp. 1693-1705

Author(s):

Monoj K. Pradhan ◽

Sonajharia Minz ◽

Vimal K. Shrivastava

Keyword(s):

Active Learning ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Learning Machine

Download Full-text

Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2013.2286078 ◽

2014 ◽

Vol 11 (6) ◽

pp. 1066-1070 ◽

Cited By ~ 94

Author(s):

Yakoub Bazi ◽

Naif Alajlan ◽

Farid Melgani ◽

Haikel AlHichri ◽

Salim Malek ◽

...

Keyword(s):

Differential Evolution ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Learning Machine

Download Full-text

Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral–Spatial Classification of Hyperspectral Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2828601 ◽

2018 ◽

Vol 56 (11) ◽

pp. 6263-6279 ◽

Cited By ~ 16

Author(s):

Faxian Cao ◽

Zhijing Yang ◽

Jinchang Ren ◽

Wing-Kuen Ling ◽

Huimin Zhao ◽

...

Keyword(s):

Sparse Representation ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Spatial Classification ◽

Learning Machine

Download Full-text

Cross-Domain Extreme Learning Machine for Classification of Hyperspectral Images

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

10.1109/igarss.2019.8898437 ◽

2019 ◽

Author(s):

Duo Shen ◽

Li Ma

Keyword(s):

Extreme Learning Machine ◽

Hyperspectral Images ◽

Cross Domain ◽

Learning Machine

Download Full-text

Local Block Multilayer Sparse Extreme Learning Machine for Effective Feature Extraction and Classification of Hyperspectral Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2900509 ◽

2019 ◽

Vol 57 (8) ◽

pp. 5580-5594 ◽

Cited By ~ 16

Author(s):

Faxian Cao ◽

Zhijing Yang ◽

Jinchang Ren ◽

Weizhao Chen ◽

Guojun Han ◽

...

Keyword(s):

Feature Extraction ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Learning Machine ◽

Local Block

Download Full-text

Convolutional neural network extreme learning machine for effective classification of hyperspectral images

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.12.035003 ◽

2018 ◽

Vol 12 (03) ◽

pp. 1 ◽

Cited By ~ 4

Author(s):

Faxian Cao ◽

Zhijing Yang ◽

Jinchang Ren ◽

Bingo Wing-Kuen Ling

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Learning Machine

Download Full-text

Linear vs. Nonlinear Extreme Learning Machine for Spectral-Spatial Classification of Hyperspectral Images

Sensors ◽

10.3390/s17112603 ◽

2017 ◽

Vol 17 (11) ◽

pp. 2603 ◽

Cited By ~ 14

Author(s):

Faxian Cao ◽

Zhijing Yang ◽

Jinchang Ren ◽

Mengying Jiang ◽

Wing-Kuen Ling

Keyword(s):

Extreme Learning Machine ◽

Hyperspectral Images ◽

Spatial Classification ◽

Learning Machine

Download Full-text

Classification of hyperspectral images with multiple kernel extreme learning machine

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

10.1109/siu.2018.8404177 ◽

2018 ◽

Author(s):

Ugur Ergul ◽

Gokhan Bilgin

Keyword(s):

Extreme Learning Machine ◽

Hyperspectral Images ◽

Multiple Kernel ◽

Kernel Extreme Learning Machine ◽

Learning Machine

Download Full-text

Supervised classification of hyperspectral images using local-receptive-fields-based kernel extreme learning machine

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8296857 ◽

2017 ◽

Cited By ~ 5

Author(s):

Yu Shen ◽

Jianyu Chen ◽

Liang Xiao

Keyword(s):

Extreme Learning Machine ◽

Supervised Classification ◽

Receptive Fields ◽

Hyperspectral Images ◽

Kernel Extreme Learning Machine ◽

Learning Machine ◽

Local Receptive Fields

Download Full-text

Self-adaptive Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images

Proceedings of the 2014 International Conference on Mechatronics, Control and Electronic Engineering ◽

10.2991/mce-14.2014.144 ◽

2014 ◽

Author(s):

Junhua Ku ◽

Zhihua Cai ◽

Xiuying Yang

Keyword(s):

Differential Evolution ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Adaptive Differential Evolution ◽

Learning Machine ◽

Self Adaptive

Download Full-text

Extreme Learning Machine-Based Heterogeneous Domain Adaptation for Classification of Hyperspectral Images

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2909543 ◽

2019 ◽

Vol 16 (11) ◽

pp. 1781-1785 ◽

Cited By ~ 2

Author(s):

Li Zhou ◽

Li Ma

Keyword(s):

Extreme Learning Machine ◽

Domain Adaptation ◽

Hyperspectral Images ◽

Learning Machine

Download Full-text