An automatic kernel parameter selection method for kernel nonparametric weighted feature extraction with the RBF kernel for hyperspectral image classification

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326116 ◽

2015 ◽

Author(s):

Pei-Jyun Hsieh ◽

Cheng-Hsuan Li ◽

Bor-Chen Kuo ◽

Pei-Ling Tsai

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Selection Method ◽

Parameter Selection ◽

Hyperspectral Image Classification ◽

Kernel Parameter ◽

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Applying automatic kernel parameter selection method to the full bandwidth RBF kernel function for hyperspectral image classification

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6947222 ◽

2014 ◽

Author(s):

Kai-Ching Chen ◽

Cheng-Hsuan Li ◽

Bor-Chen Kuo ◽

Min-Shian Wang

Keyword(s):

Image Classification ◽

Kernel Function ◽

Hyperspectral Image ◽

Selection Method ◽

Parameter Selection ◽

Hyperspectral Image Classification ◽

Kernel Parameter ◽

Rbf Kernel Function

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Apply an automatic parameter selection method to generalized discriminant analysis with RBF kernel for hyperspectral image classification

2013 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2013.6890477 ◽

2013 ◽

Author(s):

Cheng-Hsuan Li ◽

Bor-Chen Kuo ◽

Li-Hui Lin ◽

Wei Wu ◽

Dexin Lan

Keyword(s):

Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Selection Method ◽

Parameter Selection ◽

Hyperspectral Image Classification ◽

Generalized Discriminant Analysis

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A Kernel-Based Feature Selection Method for SVM With RBF Kernel for Hyperspectral Image Classification

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

10.1109/jstars.2013.2262926 ◽

2014 ◽

Vol 7 (1) ◽

pp. 317-326 ◽

Author(s):

Bor-Chen Kuo ◽

Hsin-Hua Ho ◽

Cheng-Hsuan Li ◽

Chih-Cheng Hung ◽

Jin-Shiuh Taur

Keyword(s):

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Feature Selection Method ◽

Selection Method ◽

Hyperspectral Image Classification ◽

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Slow feature extraction for hyperspectral image classification

Remote Sensing Letters ◽

10.1080/2150704x.2021.1895448 ◽

2021 ◽

Vol 12 (5) ◽

pp. 429-438

Author(s):

Bing Liu ◽

Anzhu Yu ◽

Xiong Tan ◽

Ruirui Wang

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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A novel kernel-based nonparametric feature extraction method for remotely sensed hyperspectral image classification

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6350777 ◽

2012 ◽

Author(s):

Jinn-Min Yang

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Extraction Method ◽

Hyperspectral Image ◽

Remotely Sensed ◽

Hyperspectral Image Classification ◽

Feature Extraction Method

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Feature extraction scheme for a textural hyperspectral image classification using gray-scaled HSV and NDVI image features vectors fusion

2016 International Conference on Electronics, Communications and Computers (CONIELECOMP) ◽

10.1109/conielecomp.2016.7438573 ◽

2016 ◽

Author(s):

B.P. Garcia-Salgado ◽

V. Ponomaryov

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Image Features ◽

Hyperspectral Image Classification ◽

Extraction Scheme

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Latent subclass learning-based unsupervised ensemble feature extraction method for hyperspectral image classification

Remote Sensing Letters ◽

10.1080/2150704x.2015.1029087 ◽

2015 ◽

Vol 6 (4) ◽

pp. 257-266 ◽

Author(s):

Wei Wei ◽

Yanning Zhang ◽

Chunna Tian

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Extraction Method ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Feature Extraction Method

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Local Brownian Descriptor Based Feature Extraction Method for Hyperspectral Image Classification

10.1109/igarss47720.2021.9553670 ◽

2021 ◽

Author(s):

Shuzhen Zhang ◽

Shutao Li ◽

Ting Li

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Extraction Method ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Feature Extraction Method

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Hyperspectral Image Classification Based on Multi-level Joint Feature Extraction Network

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

10.1109/jstars.2021.3123371 ◽

2021 ◽

pp. 1-1

Author(s):

Xiaochen Lu ◽

Dezheng Yang ◽

Fengde Jia ◽

Yunlong Yang ◽

Lei Zhang

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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Hyperspectral image classification with unsupervised feature extraction

Remote Sensing Letters ◽

10.1080/2150704x.2020.1731769 ◽

2020 ◽

Vol 11 (5) ◽

pp. 475-484 ◽

Author(s):

Qiaoqiao Sun ◽

Salah Bourennane

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Unsupervised Feature Extraction

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