Mostrando 2 resultados de: 2
Publisher
IEEE Transactions on Geoscience and Remote Sensing(1)
Kernel Methods for Remote Sensing Data Analysis(1)
Origen
scopus(2)
Palabras Claves
Binary Support Vector Machine classifier (SVM) and one-class Support Vector Domain Description (SVDD) classifier(1)
Change detection(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)
Multi-Temporal Image Classification with Kernels
Book PartAbstract: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 formulationsAutores:Calpe-Maravilla J., Camps-Valls G., Gómez-Chova L., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Muñnoz-Marí J.Fuentes:scopusKernel-based framework for multitemporal and multisource remote sensing data classification and change detection
ArticleAbstract: The multitemporal classification of remote sensing images is a challenging problem, in which the effPalabras claves:Change detection, Information Fusion, kernel methods, Multisource, Multitemporal classification, Support vector (SV) domain description (SVDD), support vector machine (SVM)Autores:Camps-Valls G., Gómez-Chova L., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J.Fuentes:scopus