Feature selection of spectral dimension by hyperspectral remote sensing images based on genetic algorithm and support vector machine

Mapping Intimacies ◽

10.1117/12.750090 ◽

2007 ◽

Author(s):

Huan Li ◽

Hongxia Luo ◽

Ziyi Zhu

Keyword(s):

Remote Sensing ◽

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Hyperspectral Remote Sensing ◽

Spectral Dimension ◽

Support Vector ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images ◽

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Classification of hyperspectral remote sensing images with dynamic support vector machine ensemble

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.01590 ◽

2010 ◽

Vol 30 (6) ◽

pp. 1590-1593

Author(s):

Peng NIU ◽

Wei WEI

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Remote Sensing Images ◽

Dynamic Support ◽

Hyperspectral Remote Sensing Images

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An Object-Oriented Classification for Hyperspectral Remote Sensing Images Based on Improved Genetic Algorithm and Support Vector Regression

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2015.4410 ◽

2015 ◽

Vol 12 (11) ◽

pp. 4624-4631

Author(s):

Hongmin Gao ◽

Chenming Li

Keyword(s):

Remote Sensing ◽

Genetic Algorithm ◽

Support Vector Regression ◽

Object Oriented ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Improved Genetic Algorithm ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Support Vector Machine Based Classification for Hyperspectral Remote Sensing Images after Minimum Noise Fraction Rotation Transformation

2011 International Conference on Internet Computing and Information Services ◽

10.1109/icicis.2011.39 ◽

2011 ◽

Author(s):

Zhang Denghui ◽

Yu Le

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Remote Sensing Images ◽

Minimum Noise Fraction ◽

Rotation Transformation ◽

Hyperspectral Remote Sensing Images ◽

Noise Fraction ◽

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A new search algorithm for feature selection in hyperspectral remote sensing images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.934069 ◽

2001 ◽

Vol 39 (7) ◽

pp. 1360-1367 ◽

Author(s):

S.B. Serpico ◽

L. Bruzzone

Keyword(s):

Remote Sensing ◽

Feature Selection ◽

Search Algorithm ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Feature selection based on Ant Colony algorithm for hyperspectral remote sensing images

2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing ◽

10.1109/whispers.2010.5594966 ◽

2010 ◽

Author(s):

Farhad Samadzadegan ◽

Tahmineh Partovi

Keyword(s):

Remote Sensing ◽

Feature Selection ◽

Ant Colony Algorithm ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Classification of Hyperspectral Remote Sensing Images with Support Vector Machines and Particle Swarm Optimization

2009 International Conference on Information Engineering and Computer Science ◽

10.1109/iciecs.2009.5363456 ◽

2009 ◽

Author(s):

Sheng Ding ◽

Li Chen

Keyword(s):

Remote Sensing ◽

Particle Swarm Optimization ◽

Support Vector Machines ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Remote Sensing Images ◽

Swarm Optimization ◽

Vector Machines ◽

Hyperspectral Remote Sensing Images

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Support vector machines for classification of hyperspectral remote-sensing images

IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2002.1025088 ◽

2003 ◽

Author(s):

F. Melgani ◽

L. Bruzzone

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Remote Sensing Images ◽

Vector Machines ◽

Hyperspectral Remote Sensing Images

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Endmember Extraction of Hyperspectral Remote Sensing Images Based on an Improved Discrete Artificial Bee Colony Algorithm and Genetic Algorithm

Mobile Networks and Applications ◽

10.1007/s11036-018-1122-z ◽

2018 ◽

Vol 25 (3) ◽

pp. 1033-1041 ◽

Author(s):

Zheng Fu ◽

Chi-Man Pun ◽

Hao Gao ◽

Huimin Lu

Keyword(s):

Remote Sensing ◽

Genetic Algorithm ◽

Artificial Bee Colony Algorithm ◽

Artificial Bee Colony ◽

Hyperspectral Remote Sensing ◽

Endmember Extraction ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Classification of Hyperspectral Remote Sensing Images by an Ensemble of Support Vector Machines Under Imbalanced Data

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8519564 ◽

2018 ◽

Author(s):

Laxmi Narayana Eeti ◽

Krishna Mohan Buddhiraju

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Imbalanced Data ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Remote Sensing Images ◽

Vector Machines ◽

Hyperspectral Remote Sensing Images

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A restrictive polymorphic ant colony algorithm for the optimal band selection of hyperspectral remote sensing images

International Journal of Remote Sensing ◽

10.1080/01431161.2019.1655810 ◽

2019 ◽

Vol 41 (3) ◽

pp. 1093-1117 ◽

Author(s):

Xiaohui Ding ◽

Shuqing Zhang ◽

Huapeng Li ◽

Peng Wu ◽

Patricia Dale ◽

...

Keyword(s):

Remote Sensing ◽

Ant Colony Algorithm ◽

Hyperspectral Remote Sensing ◽

Band Selection ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images ◽

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