Ship Classification in SAR Image by Joint Feature and Classifier Selection.

IEEE Geoscience and Remote Sensing Letters(2016)

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摘要
Selecting discriminate features and constructing an appropriate classifier are two essential factors for ship classification in a synthetic aperture radar (SAR) image. Unfortunately, these two factors are rarely considered together by existing studies. We propose a joint feature and classifier selection method by integrating the classifier selection strategy into a wrapper feature selection framew...
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关键词
Marine vehicles,Feature extraction,Synthetic aperture radar,Support vector machines,Image segmentation,Robustness,Transforms
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