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High resolution range profile possesses great significance in automatic target recognition (ATR) research and application due to its efficiency superiority. Feature extraction is one of the major ATR research directions. Existing feature extraction techniques only concern the range profile in original scale, which constrains the cognitive level of classifiers. This study goes beyond this limitation...
A method based on the concept of fuzzy sets for automatic target recognition is proposed in this paper. It involves automatic threshold selection, feature extraction, and classification. An optimal threshold is selected by the fuzzy 2D entropic thresholding, namely, so as to separate a given image into foreground (object image) and background. In order to evaluate the thresholding method that we proposed...
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