Documentos de Gómez-Chova L. | REDI

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Área de conocimiento: "Aprendizaje automático"

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Kernel Methods for Remote Sensing Data Analysis(1)

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Métodos informáticos especiales(1)

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Ciencias de la computación(1)

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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.