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Remote Sensing Image Classification Exploiting Multiple Kernel Learning

Published in IEEE Geoscience and Remote Sensing Letters • Sep 25, 2015
NobleIDNI7P74W25R74S79
Authors:
Claudio Cusano
,
Paolo Napoletano
,
Raimondo Schettini

Abstract

We propose a strategy for land use classification, which exploits multiple kernel learning (MKL) to automatically determine a suitable combination of a set of features without requiring any heuristic knowledge about the classification task. We present a novel procedure that allows MKL to achieve goo...

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