Image classification for detection of winter grapevine buds in natural conditions using scale-invariant features transform, bag of features and support vector machines

Computers and Electronics in Agriculture ◽

10.1016/j.compag.2017.01.020 ◽

2017 ◽

Vol 135 ◽

pp. 81-95 ◽

Cited By ~ 14

Author(s):

Diego Sebastián Pérez ◽

Facundo Bromberg ◽

Carlos Ariel Diaz

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Support Vector ◽

Natural Conditions ◽

Scale Invariant ◽

Bag Of Features ◽

Invariant Features ◽

Vector Machines ◽

Grapevine Buds

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Support vector machines for histogram-based image classification

IEEE Transactions on Neural Networks ◽

10.1109/72.788646 ◽

1999 ◽

Vol 10 (5) ◽

pp. 1055-1064 ◽

Cited By ~ 879

Author(s):

O. Chapelle ◽

P. Haffner ◽

V.N. Vapnik

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Support Vector ◽

Vector Machines

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Application of Support Vector Machines to Airborne Hyper-Spectral Image Classification

Lecture Notes in Electrical Engineering - Advances in Neural Network Research and Applications ◽

10.1007/978-3-642-12990-2_50 ◽

2010 ◽

pp. 439-444 ◽

Cited By ~ 1

Author(s):

Ming-Der Yang ◽

Kai-Siang Huang ◽

Ji-Yuan Lin ◽

Pei Liu

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Support Vector ◽

Spectral Image ◽

Hyper Spectral ◽

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 ◽

Cited By ~ 127

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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Subspace-Based Support Vector Machines for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2014.2341044 ◽

2015 ◽

Vol 12 (2) ◽

pp. 349-353 ◽

Cited By ~ 64

Author(s):

Lianru Gao ◽

Jun Li ◽

Mahdi Khodadadzadeh ◽

Antonio Plaza ◽

Bing Zhang ◽

...

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral 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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Binary tree of posterior probability support vector machines for hyperspectral image classification

Journal of Applied Remote Sensing ◽

10.1117/1.3553800 ◽

2011 ◽

Vol 5 (1) ◽

pp. 053503 ◽

Cited By ~ 3

Author(s):

Dongli Wang

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Binary Tree ◽

Posterior Probability ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral Image Classification ◽

Vector Machines ◽

Posterior Probability Support

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GPU Parallel Implementation of Support Vector Machines for Hyperspectral Image Classification

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

10.1109/jstars.2015.2453411 ◽

2015 ◽

Vol 8 (10) ◽

pp. 4647-4656 ◽

Cited By ~ 23

Author(s):

Kun Tan ◽

Junpeng Zhang ◽

Qian Du ◽

Xuesong Wang

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Hyperspectral Image ◽

Parallel Implementation ◽

Support Vector ◽

Hyperspectral Image Classification ◽

Vector Machines

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Support vector machines for remote sensing image classification

10.1117/12.413892 ◽

2001 ◽

Cited By ~ 30

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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Semisupervised Image Classification With Laplacian Support Vector Machines

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2008.916070 ◽

2008 ◽

Vol 5 (3) ◽

pp. 336-340 ◽

Cited By ~ 177

Author(s):

L. Gomez-Chova ◽

G. Camps-Valls ◽

J. Munoz-Mari ◽

J. Calpe

Keyword(s):

Support Vector Machines ◽

Image Classification ◽

Support Vector ◽

Vector Machines

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Weighted radial basis function kernels-based support vector machines for multispectral image classification

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6351707 ◽

2012 ◽

Cited By ~ 2

Author(s):

Shih-Yu Chen ◽

Yen Chieh Ouyang ◽

Chein-I Chang

Keyword(s):

Support Vector Machines ◽

Radial Basis Function ◽

Image Classification ◽

Basis Function ◽

Multispectral Image ◽

Support Vector ◽

Vector Machines ◽

Radial Basis

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