The Support Vector Machine (SVM) Algorithm for Supervised Classification of Hyperspectral Remote Sensing Data

Kernel Methods for Remote Sensing Data Analysis ◽

10.1002/9780470748992.ch3 ◽

2009 ◽

pp. 49-83 ◽

Author(s):

J. Anthony Gualtieri

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Supervised Classification ◽

Remote Sensing Data ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Sensing Data ◽

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APPROACHES BASED ON SUPPORT VECTOR MACHINE TO CLASSIFICATION OF REMOTE SENSING DATA

Handbook of Pattern Recognition and Computer Vision ◽

10.1142/9789814273398_0014 ◽

2009 ◽

pp. 329-352 ◽

Author(s):

Lorenzo Bruzzone ◽

Claudio Persello

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Remote Sensing Data ◽

Support Vector ◽

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Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6049562 ◽

2011 ◽

Author(s):

Mingmin Chi ◽

Jun Liu ◽

Jiangfeng Bao ◽

Jon Atli Benediktsson

Keyword(s):

Remote Sensing ◽

Supervised Classification ◽

Spatial Information ◽

Remote Sensing Data ◽

Hyperspectral Remote Sensing ◽

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Support Vector Machine for Classification of Hyperspectral Remote Sensing Imagery

Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007) ◽

10.1109/fskd.2007.550 ◽

2007 ◽

Author(s):

Chen-guang Dai ◽

Xiao-bo Huang ◽

Guang-jun Dong

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Hyperspectral Remote Sensing ◽

Support Vector ◽

Remote Sensing Imagery

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Parallel Multiclass Support Vector Machine for Remote Sensing Data Classification on Multicore and Many-Core Architectures

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

10.1109/jstars.2017.2713126 ◽

2017 ◽

Vol 10 (10) ◽

pp. 4387-4398 ◽

Author(s):

Weijia Li ◽

Haohuan Fu ◽

Yang You ◽

Le Yu ◽

Jiarui Fang

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Remote Sensing Data ◽

Data Classification ◽

Support Vector ◽

Sensing Data ◽

Multiclass Support Vector Machine ◽

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A Multiple SVM System for Classification of Hyperspectral Remote Sensing Data

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-013-0286-z ◽

2013 ◽

Vol 41 (4) ◽

pp. 763-776 ◽

Author(s):

Behnaz Bigdeli ◽

Farhad Samadzadegan ◽

Peter Reinartz

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Hyperspectral Remote Sensing ◽

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Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas

EURASIP Journal on Advances in Signal Processing ◽

10.1155/2009/783194 ◽

2009 ◽

Vol 2009 (1) ◽

Author(s):

Mathieu Fauvel ◽

Jocelyn Chanussot ◽

Jón Atli Benediktsson

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Urban Areas ◽

Remote Sensing Data ◽

Principal Component ◽

Component Analysis ◽

Hyperspectral Remote Sensing ◽

Kernel Principal Component Analysis ◽

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Application of the behavioral approach for supervised classification of remote sensing data

Proceedings of IGARSS '93 - IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.1993.322759 ◽

2002 ◽

Author(s):

F. Orban-Ferauge ◽

J.P. Rassom ◽

V. Granville

Keyword(s):

Remote Sensing ◽

Supervised Classification ◽

Remote Sensing Data ◽

Behavioral Approach ◽

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Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data

2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings ◽

10.1109/icassp.2006.1660467 ◽

2006 ◽

Author(s):

M. Fauvel ◽

J. Chanussot ◽

J.A. Benediktsson

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Multiclass Classification ◽

Hyperspectral Remote Sensing ◽

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Remote sensing data fusion using support vector machine

IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 ◽

10.1109/igarss.2004.1369823 ◽

2004 ◽

Author(s):

Shuhe Zhao

Keyword(s):

Remote Sensing ◽

Support Vector Machine ◽

Data Fusion ◽

Remote Sensing Data ◽

Support Vector ◽

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Spectral derivative features for supervised classification of remote sensing data: An experimental evaluation

2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS) ◽

10.1109/whispers.2012.6874247 ◽

2012 ◽

Author(s):

Jiangfeng Bao ◽

Mingmin Chi ◽

Jon Atli Benediktsson

Keyword(s):

Remote Sensing ◽

Experimental Evaluation ◽

Supervised Classification ◽

Remote Sensing Data ◽

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