Documentos de Gómez-Chova L. | REDI

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Año de Publicación: "2009"

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Kernel Methods for Remote Sensing Data Analysis(1)

Área temáticas

Métodos informáticos especiales(1)

Área de conocimiento

Aprendizaje automático(1)

Ciencias de la computación(1)

Origen

Palabras Claves

Binary Support Vector Machine classifier (SVM) and one-class Support Vector Domain Description (SVDD) classifier(1)

Classifiers based on statistical learning theory, binary SVM and one-class SVDD classifier(1)

Contextual and multi-source data fusion with kernels(1)

Family of powerful nonlinear classification methods for multi-temporal classification(1)

Good classification performance using spectral signature(1)

Multi-Temporal Image Classification with Kernels

Palabras claves:

Binary Support Vector Machine classifier (SVM) and one-class Support Vector Domain Description (SVDD) classifier, Classifiers based on statistical learning theory, binary SVM and one-class SVDD classifier, Contextual and multi-source data fusion with kernels, Family of powerful nonlinear classification methods for multi-temporal classification, Good classification performance using spectral signature, Linking Gaussian Markov Random Fields (GMRF) at different dates, Multi-temporal classification and change detection with kernels, Multi-temporal classification of remote sensing images, Multi-temporal image classification with kernels, Two kernel-based formulations

Calpe-Maravilla J., Camps-Valls G., Gómez-Chova L., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Muñnoz-Marí J.