Automatic Change Detection in High-Resolution Remote Sensing Images by Using a Multiple Classifier System and Spectral-Spatial Features.

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(2016)

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摘要
Change detection (CD) is an active research topic in remote sensing applications including urban studies, disaster assessment, and deforestation monitoring. In this paper, we propose an automatic method for CD in high-resolution remote sensing images that uses a novel strategy for the selection of training samples and an ensemble of multiple classifiers. As for the selection of training samples, o...
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关键词
Training,Remote sensing,Feature extraction,Data mining,Earth,Image reconstruction,Electrical engineering
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