Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines

Javier Plaza; Antonio Plaza; Cristina Barra

doi:10.3390/s90100196

Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines

Sensors ◽

10.3390/s90100196 ◽

2009 ◽

Vol 9 (1) ◽

pp. 196-218 ◽

Cited By ~ 26

Author(s):

Javier Plaza ◽

Antonio Plaza ◽

Cristina Barra

Keyword(s):

Support Vector Machines ◽

Hyperspectral Images ◽

Support Vector ◽

Vector Machines

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A Markovian generalization of support vector machines for contextual supervised classification of hyperspectral images

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

10.1109/whispers.2010.5594967 ◽

2010 ◽

Cited By ~ 3

Author(s):

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

Support Vector Machines ◽

Supervised Classification ◽

Hyperspectral Images ◽

Support Vector ◽

Vector Machines

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Feature Selection and Classification of Hyperspectral Images With Support Vector Machines

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2007.905116 ◽

2007 ◽

Vol 4 (4) ◽

pp. 674-677 ◽

Cited By ~ 139

Author(s):

Rick Archibald ◽

George Fann

Keyword(s):

Feature Selection ◽

Support Vector Machines ◽

Hyperspectral Images ◽

Support Vector ◽

Vector Machines

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Classification of hyperspectral images with nonlinear filtering and support vector machines

IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2002.1026216 ◽

2003 ◽

Cited By ~ 19

Author(s):

M. Lennon ◽

G. Mercier ◽

L. Hubert-Moy

Keyword(s):

Support Vector Machines ◽

Nonlinear Filtering ◽

Hyperspectral Images ◽

Support Vector ◽

Vector Machines

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Modified algorithm based on support vector machines for classification of hyperspectral images in a similarity space

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.6.063550 ◽

2012 ◽

Vol 6 (1) ◽

pp. 063550-1 ◽

Cited By ~ 7

Author(s):

Reza Shah Hosseini ◽

Saeid Homayouni ◽

Reza Safari

Keyword(s):

Support Vector Machines ◽

Hyperspectral Images ◽

Support Vector ◽

Similarity Space ◽

Vector Machines ◽

Modified Algorithm

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Spectral Angle Based Kernels for the Classification of Hyperspectral Images Using Support Vector Machines

2008 Second Asia International Conference on Modelling & Simulation (AMS) ◽

10.1109/ams.2008.152 ◽

2008 ◽

Cited By ~ 5

Author(s):

M.N.M. Sap ◽

M. Kohram

Keyword(s):

Support Vector Machines ◽

Hyperspectral Images ◽

Support Vector ◽

Vector Machines ◽

Spectral Angle

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Analysis of Posterior Probability Uncertainty for Classification of Hyperspectral Images by Support Vector Machines

Proceedings of the 2013 International Conference on Remote Sensing,Environment and Transportation Engineering ◽

10.2991/rsete.2013.6 ◽

2013 ◽

Author(s):

Sun Xiaoxia ◽

Li Liwei ◽

Zhang Bing ◽

Yang Ling

Keyword(s):

Support Vector Machines ◽

Posterior Probability ◽

Hyperspectral Images ◽

Support Vector ◽

Vector Machines

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Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel

2008 15th IEEE International Conference on Image Processing ◽

10.1109/icip.2008.4712147 ◽

2008 ◽

Cited By ~ 15

Author(s):

Mathieu Fauvel ◽

Jocelyn Chanussot ◽

Jon Atli Benediktsson

Keyword(s):

Support Vector Machines ◽

Hyperspectral Images ◽

Support Vector ◽

Composite Kernel ◽

Vector Machines

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Classification of hyperspectral images with support vector machines: multiclass strategies

10.1117/12.514275 ◽

2004 ◽

Cited By ~ 2

Author(s):

Lorenzo Bruzzone ◽

Farid Melgani

Keyword(s):

Support Vector Machines ◽

Hyperspectral Images ◽

Support Vector ◽

Vector Machines

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Classification of hyperspectral endocrine tissue images using support vector machines

International Journal of Medical Robotics and Computer Assisted Surgery ◽

10.1002/rcs.2121 ◽

2020 ◽

Vol 16 (5) ◽

pp. 1-10

Author(s):

Marianne Maktabi ◽

Hannes Köhler ◽

Magarita Ivanova ◽

Thomas Neumuth ◽

Nada Rayes ◽

...

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Endocrine Tissue ◽

Vector Machines

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Classification of the enterprise market competition based on support vector machines

2010 Chinese Control and Decision Conference ◽

10.1109/ccdc.2010.5498321 ◽

2010 ◽

Author(s):

Jialong Hao ◽

Yanbin Wu

Keyword(s):

Support Vector Machines ◽

Market Competition ◽

Support Vector ◽

Vector Machines

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