Multicluster Spatial–Spectral Unsupervised Feature Selection for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2015.2418232 ◽

2015 ◽

Vol 12 (8) ◽

pp. 1660-1664 ◽

Author(s):

Haichang Li ◽

Shiming Xiang ◽

Zisha Zhong ◽

Kun Ding ◽

Chunhong Pan

Keyword(s):

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Unsupervised Feature Selection ◽

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Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2642479 ◽

2017 ◽

Vol 55 (4) ◽

pp. 2385-2398 ◽

Author(s):

Bharath Bhushan Damodaran ◽

Nicolas Courty ◽

Sebastien Lefevre

Keyword(s):

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Selection For ◽

Independence Criterion

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Ensemble CNN Based on Pixel-Pair and Random Feature Selection for Hyperspectral Image Classification with Small-Size Training Set

10.1109/igarss47720.2021.9555055 ◽

2021 ◽

Author(s):

Shuxian Dong ◽

Yinghui Quan ◽

Wei Feng ◽

Qiang Li ◽

Gabriel Dauphin ◽

...

Keyword(s):

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Training Set ◽

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A comparative analysis of mutual information based feature selection for hyperspectral image classification

2014 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP) ◽

10.1109/chinasip.2014.6889220 ◽

2014 ◽

Author(s):

Yuanyuan Fu ◽

Xiuping Jia ◽

Wenjiang Huang ◽

Jihua Wang

Keyword(s):

Feature Selection ◽

Comparative Analysis ◽

Mutual Information ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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Feature selection for cross-scene hyperspectral image classification using cross-domain I-ReliefF

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

10.1109/jstars.2021.3086151 ◽

2021 ◽

pp. 1-1

Author(s):

Chengjie Zhang ◽

Minchao Ye ◽

Ling Lei ◽

Yuntao Qian

Keyword(s):

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Cross Domain ◽

Selection For ◽

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Discriminative Gabor Feature Selection for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2012.2191761 ◽

2013 ◽

Vol 10 (1) ◽

pp. 29-33 ◽

Author(s):

Linlin Shen ◽

Zexuan Zhu ◽

Sen Jia ◽

Jiasong Zhu ◽

Yiwen Sun

Keyword(s):

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Gabor Feature ◽

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Boosted Band Ratio Feature Selection for Hyperspectral Image Classification

18th International Conference on Pattern Recognition (ICPR'06) ◽

10.1109/icpr.2006.334 ◽

2006 ◽

Author(s):

Zhouyu Fu ◽

T. Caelli ◽

Nianjun Liu ◽

A. Robles-Kelly

Keyword(s):

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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A Joint Landscape Metric and Error Image Approach to Unsupervised Band Selection for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3072948 ◽

2021 ◽

pp. 1-5

Author(s):

Peichao Gao ◽

Hong Zhang ◽

Zhiwei Wu ◽

Jicheng Wang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Landscape Metric ◽

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Class Information-Based Band Selection for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2920891 ◽

2019 ◽

Vol 57 (11) ◽

pp. 8394-8416 ◽

Author(s):

Meiping Song ◽

Xiaodi Shang ◽

Yulei Wang ◽

Chunyan Yu ◽

Chein-I Chang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Class Information ◽

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Partial informational correlation-based band selection for hyperspectral image classification

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.13.046505 ◽

2019 ◽

Vol 13 (04) ◽

pp. 1 ◽

Author(s):

Subir Paul ◽

Dasika Nagesh Kumar

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

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An improved cuckoo search-based adaptive band selection for hyperspectral image classification

European Journal of Remote Sensing ◽

10.1080/22797254.2020.1796526 ◽

2020 ◽

Vol 53 (1) ◽

pp. 211-218

Author(s):

Shiwei Shao

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Cuckoo Search ◽

Band Selection ◽

Hyperspectral Image Classification ◽

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