Multi-Temporal Image Classification with Kernels

Abstract:

Año de publicación:

2009

Keywords:

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

Fuente:

scopus