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 ◽

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

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Hyperspectral image classification via kernel extreme learning machine using local receptive fields

2016 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2016.7532358 ◽

2016 ◽

Author(s):

Qi Lv ◽

Xin Niu ◽

Yong Dou ◽

Yueqing Wang ◽

Jiaqing Xu ◽

...

Keyword(s):

Image Classification ◽

Extreme Learning Machine ◽

Hyperspectral Image ◽

Receptive Fields ◽

Hyperspectral Image Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine ◽

Local Receptive Fields

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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

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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 ◽

Author(s):

Yakoub Bazi ◽

Naif Alajlan ◽

Farid Melgani ◽

Haikel AlHichri ◽

Salim Malek ◽

...

Keyword(s):

Differential Evolution ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Learning Machine

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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 ◽

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

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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

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HYPERSPECTRAL SUPERVISED CLASSIFICATION USING MEAN FILTERING BASED KERNEL EXTREME LEARNING MACHINE

2018 Fifth International Workshop on Earth Observation and Remote Sensing Applications (EORSA) ◽

10.1109/eorsa.2018.8598594 ◽

2018 ◽

Author(s):

Wenting Shang ◽

Zebin Wu ◽

Yang Xu ◽

Yan Zhang ◽

Zhihui Wei

Keyword(s):

Extreme Learning Machine ◽

Supervised Classification ◽

Kernel Extreme Learning Machine ◽

Learning Machine ◽

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Color difference classification of dyed fabrics via a kernel extreme learning machine based on an improved grasshopper optimization algorithm

Color Research & Application ◽

10.1002/col.22581 ◽

2020 ◽

Author(s):

Jianqiang Li ◽

Weimin Shi ◽

Donghe Yang

Keyword(s):

Extreme Learning Machine ◽

Optimization Algorithm ◽

Color Difference ◽

Grasshopper Optimization Algorithm ◽

Kernel Extreme Learning Machine ◽

Grasshopper Optimization ◽

Dyed Fabrics ◽

Learning Machine

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Image Super-Resolution by PSOSEN of Local Receptive Fields Based Extreme Learning Machine

Proceedings in Adaptation, Learning and Optimization - Proceedings of ELM-2015 Volume 2 ◽

10.1007/978-3-319-28373-9_38 ◽

2016 ◽

pp. 455-469 ◽

Author(s):

Yan Song ◽

Bo He ◽

Yue Shen ◽

Rui Nian ◽

Tianhong Yan

Keyword(s):

Extreme Learning Machine ◽

Receptive Fields ◽

Super Resolution ◽

Image Super Resolution ◽

Learning Machine ◽

Local Receptive Fields

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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 ◽

Author(s):

Faxian Cao ◽

Zhijing Yang ◽

Jinchang Ren ◽

Weizhao Chen ◽

Guojun Han ◽

...

Keyword(s):

Feature Extraction ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Learning Machine ◽

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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 ◽

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

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