Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox

Rasti, Behnood; Hong, Danfeng; Hang, Renlong; Ghamisi, Pedram; Kang, Xudong; Chanussot, Jocelyn; Benediktsson, Jon Atli

doi:10.1109/MGRS.2020.2979764

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Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox

Author(s): Behnood Rasti , Danfeng Hong , Renlong Hang , Pedram Ghamisi , Xudong Kang , Jocelyn Chanussot , Jon Atli Benediktsson

Publication date (Print): December 2020

Journal: IEEE Geoscience and Remote Sensing Magazine

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E Hinton (2017)

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Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

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Principal Component Analysis

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Author and article information

Contributors

Behnood Rasti: (View ORCID Profile)

Danfeng Hong: (View ORCID Profile)

Renlong Hang: (View ORCID Profile)

Pedram Ghamisi: (View ORCID Profile)

Xudong Kang: (View ORCID Profile)

Jocelyn Chanussot: (View ORCID Profile)

Jon Atli Benediktsson: (View ORCID Profile)

Journal

Title: IEEE Geoscience and Remote Sensing Magazine

Abbreviated Title: IEEE Geosci. Remote Sens. Mag.

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Electronic): 2168-6831

ISSN (Print): 2473-2397

ISSN (Electronic): 2373-7468

Publication date Created: December 2020

Publication date (Print): December 2020

Volume: 8

Issue: 4

Pages: 60-88

Article

DOI: 10.1109/MGRS.2020.2979764

SO-VID: 54719758-2b0c-4a71-90b1-6b5d4810b1a3

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https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html

https://doi.org/10.15223/policy-029

https://doi.org/10.15223/policy-037

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