Remote Sensing Image Classification Exploiting Multiple Kernel Learning.
IEEE Geoscience and Remote Sensing Letters(2015)
摘要
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 good performance in the case of small training sets. Experimental results on publicly available data se...
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关键词
Kernel,Training,Remote sensing,Satellites,Standards,Accuracy,Optimization
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