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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An unsupervised feature extraction method based on band correlation clustering for hyperspectral image classification using limited training samples

Remote Sensing Letters ◽

10.1080/2150704x.2018.1500723 ◽

2018 ◽

Vol 9 (10) ◽

pp. 982-991 ◽

Author(s):

Arsalan Ghorbanian ◽

Ali Mohammadzadeh

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Extraction Method ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Correlation Clustering ◽

Feature Extraction Method ◽

Training Samples ◽

Limited Training Samples ◽

Unsupervised Feature Extraction

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Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6049567 ◽

2011 ◽

Author(s):

Md. Ali Hossain ◽

Mark Pickering ◽

Xiuping Jia

Keyword(s):

Feature Extraction ◽

Mutual Information ◽

Image Classification ◽

Hyperspectral Image ◽

Information Measure ◽

Hyperspectral Image Classification ◽

Unsupervised Feature Extraction

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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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Feature extraction for hyperspectral image classification: a review

International Journal of Remote Sensing ◽

10.1080/01431161.2020.1736732 ◽

2020 ◽

Vol 41 (16) ◽

pp. 6248-6287 ◽

Author(s):

Brajesh Kumar ◽

Onkar Dikshit ◽

Ashwani Gupta ◽

Manoj Kumar Singh

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Fast Sequential Feature Extraction for Recurrent Neural Network-Based Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3018449 ◽

2020 ◽

pp. 1-18

Author(s):

Andong Ma ◽

Anthony M. Filippi ◽

Zhangyang Wang ◽

Zhengcong Yin ◽

Da Huo ◽

...

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Image Classification ◽

Recurrent Neural Network ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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