Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323544 ◽

2020 ◽

Author(s):

Gabriele Cavallaro ◽

Dennis Willsch ◽

Madita Willsch ◽

Kristel Michielsen ◽

Morris Riedel

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Image Classification ◽

Remote Sensing Image ◽

Support Vector ◽

Remote Sensing Image Classification ◽

Vector Machines ◽

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Remote Sensing Image Classification with Multiple Classifiers Based on Support Vector Machines

2012 Fifth International Symposium on Computational Intelligence and Design ◽

10.1109/iscid.2012.55 ◽

2012 ◽

Author(s):

Wei Wu ◽

Guanglai Gao

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Image Classification ◽

Remote Sensing Image ◽

Support Vector ◽

Multiple Classifiers ◽

Remote Sensing Image Classification ◽

Vector Machines

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Support vector machines for remote sensing image classification

10.1117/12.413892 ◽

2001 ◽

Author(s):

Fabio Roli ◽

Giorgio Fumera

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Image Classification ◽

Remote Sensing Image ◽

Support Vector ◽

Remote Sensing Image Classification ◽

Vector Machines

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A comprehensive analysis of twin support vector machines in remote sensing image classification

2015 23nd Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2015.7130372 ◽

2015 ◽

Author(s):

G. Taskin

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Image Classification ◽

Remote Sensing Image ◽

Comprehensive Analysis ◽

Support Vector ◽

Twin Support Vector Machines ◽

Remote Sensing Image Classification ◽

Vector Machines

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Remote sensing image classification method based on support vector machines and fuzzy membership function

10.1117/12.654981 ◽

2005 ◽

Author(s):

Chaofeng Li ◽

Zhengyou Wang ◽

Lei Xu

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Image Classification ◽

Membership Function ◽

Remote Sensing Image ◽

Fuzzy Membership ◽

Fuzzy Membership Function ◽

Support Vector ◽

Remote Sensing Image Classification ◽

Vector Machines

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Contextual remote-sensing image classification by support vector machines and Markov random fields

2010 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2010.5651182 ◽

2010 ◽

Author(s):

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Remote Sensing Image ◽

Support Vector ◽

Markov Random ◽

Remote Sensing Image Classification ◽

Vector Machines

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Contextual remote-sensing image classification through support vector machines, Markov random fields and graph cuts

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6947292 ◽

2014 ◽

Author(s):

Andrea De Giorgi ◽

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

Remote Sensing ◽

Support Vector Machines ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Remote Sensing Image ◽

Support Vector ◽

Markov Random ◽

Remote Sensing Image Classification ◽

Vector Machines

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Remote sensing image classification based on support vector machine with the multi-scale segmentation

10.1117/12.2228099 ◽

2015 ◽

Author(s):

Wenxing Bao ◽

Wei Feng ◽

Ruishi Ma

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Image Classification ◽

Remote Sensing Image ◽

Support Vector ◽

Multi Scale ◽

Remote Sensing Image Classification

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Remote Sensing Image Classification Based on the HSI Transformation and Fuzzy Support Vector Machine

2009 International Conference on Future Computer and Communication ◽

10.1109/icfcc.2009.143 ◽

2009 ◽

Author(s):

Yuyong Cui ◽

Zhiyuan Zeng

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Image Classification ◽

Remote Sensing Image ◽

Support Vector ◽

Fuzzy Support Vector Machine ◽

Remote Sensing Image Classification

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New algorithm of remote sensing image classification based on K-type support vector machine

Journal of Computer Applications ◽

10.3724/sp.j.1087.2012.02832 ◽

2013 ◽

Vol 32 (10) ◽

pp. 2832-2835

Author(s):

Jing WANG ◽

Jian-nong HE

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Image Classification ◽

Remote Sensing Image ◽

Support Vector ◽

Remote Sensing Image Classification

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A novel binary tree support vector machine for hyperspectral remote sensing image classification

Optics Communications ◽

10.1016/j.optcom.2012.02.092 ◽

2012 ◽

Vol 285 (13-14) ◽

pp. 3054-3060 ◽

Author(s):

Peijun Du ◽

Kun Tan ◽

Xiaoshi Xing

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Image Classification ◽

Binary Tree ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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