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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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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Combining Support Vector Machines and Markov Random Fields in an Integrated Framework for Contextual Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2012.2211882 ◽

2013 ◽

Vol 51 (5) ◽

pp. 2734-2752 ◽

Author(s):

Gabriele Moser ◽

Sebastiano B. Serpico

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Support Vector ◽

Integrated Framework ◽

Markov Random ◽

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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CONTEXTUAL IMAGE CLASSIFICATION APPROACH FOR MONITORING OF AGRICULTURAL LAND COVER BY SUPPORT VECTOR MACHINES AND MARKOV RANDOM FIELDS

ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences ◽

10.5194/isprsarchives-xl-1-w3-441-2013 ◽

2013 ◽

Vol XL-1/W3 ◽

pp. 441-446

Author(s):

H. Vahidi ◽

E. Monabbati

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Agricultural Land ◽

Support Vector ◽

Classification Approach ◽

Markov Random ◽

Vector Machines

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Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields

Remote Sensing ◽

10.3390/rs8040355 ◽

2016 ◽

Vol 8 (4) ◽

pp. 355 ◽

Author(s):

Haoyang Yu ◽

Lianru Gao ◽

Jun Li ◽

Shan Li ◽

Bing Zhang ◽

...

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Random Fields ◽

Markov Random Fields ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral Image Classification ◽

Markov Random ◽

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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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 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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Classifying multi-temporal TM imagery using Markov random fields and support vector machines

International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, 2005. ◽

10.1109/amtrsi.2005.1469878 ◽

2005 ◽

Author(s):

D. Liu ◽

M. Kelly ◽

P. Gong

Keyword(s):

Support Vector Machines ◽

Random Fields ◽

Markov Random Fields ◽

Support Vector ◽

Markov Random ◽

Vector Machines ◽

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