Spatio-Spectral Remote Sensing Image Classification With Graph Kernels
Geoscience and Remote Sensing Letters, IEEE, Volume 7, Issue 4, 2010, Pages 741-745.
geophysical image processinggeophysics computinggraph theoryimage classificationremote sensingMore(11+)
This letter presents a graph kernel for spatio-spectral remote sensing image classification with support vector machines (SVMs). The method considers higher order relations in the neighborhood (beyond pairwise spatial relations) to iteratively compute a kernel matrix for SVM learning. The proposed kernel is easy to compute and constitutes...More
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