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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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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Band Selection for Hyperspectral Image Classification Using Mutual Information

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2006.878240 ◽

2006 ◽

Vol 3 (4) ◽

pp. 522-526 ◽

Author(s):

B. Guo ◽

S.R. Gunn ◽

R.I. Damper ◽

J.D.B. Nelson

Keyword(s):

Mutual Information ◽

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

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Improved feature selection based on a mutual information measure for hyperspectral image classification

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6350780 ◽

2012 ◽

Author(s):

Md. Ali Hossain ◽

Xiuping Jia ◽

Mark Pickering

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Image Classification ◽

Hyperspectral Image ◽

Information Measure ◽

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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Self-Mutual Information-Based Band Selection for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3024602 ◽

2020 ◽

pp. 1-19

Author(s):

Chein-I Chang ◽

Yi-Mei Kuo ◽

Shuhan Chen ◽

Chia-Chen Liang ◽

Kenneth Yeonkong Ma ◽

...

Keyword(s):

Mutual Information ◽

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

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Feature Selection and Comparative Analysis of the Supervised Learning Model for Hyperspectral Image Classification

2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) ◽

10.1109/icasert.2019.8934653 ◽

2019 ◽

Author(s):

Abu Sayeed ◽

Md. Ali Hossain ◽

Md. Rabiul Islam

Keyword(s):

Feature Selection ◽

Comparative Analysis ◽

Image Classification ◽

Supervised Learning ◽

Hyperspectral Image ◽

Learning Model ◽

Hyperspectral Image Classification

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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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Feature Selection Based on Mutual Information and Its Application in Hyperspectral Image Classification

Knowledge Science, Engineering and Management - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15280-1_52 ◽

2010 ◽

pp. 561-566 ◽

Author(s):

Na Yao ◽

Zongjian Lin ◽

Jingxiong Zhang

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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